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Análisis con 1 factor

tipo = readxl::read_xls('d:/Users/rene.rosado/Desktop/est46114_s06_data.xls')

#Generamos 10 mil sumulaciones para tener el posterior
M.sim <- 10000
M.burn <- 500
posterior <- MCMCfactanal(~., 
                          factors=1,
                          verbose=0, store.scores=FALSE, 
                          lambda.constraints=list(EU12=list(1,0),
                                                  Nicaragua =list(1,0)),
                          a0=1, b0=0.15,
                          data=tipo[,-1], 
                          burnin=M.burn, mcmc=M.sim, thin=20)

Cadenas

Resumen

## 
## Iterations = 501:10481
## Thinning interval = 20 
## Number of chains = 1 
## Sample size per chain = 500 
## 
## 1. Empirical mean and standard deviation for each variable,
##    plus standard error of the mean:
## 
##                              Mean       SD  Naive SE Time-series SE
## LambdaCanada_1          -0.662787 0.043958 0.0019659      0.0035686
## LambdaMexico_1          -0.246552 0.048857 0.0021849      0.0021849
## LambdaGuatemala_1       -0.457284 0.048454 0.0021669      0.0025551
## Lambda`El Salvador`_1    0.996363 0.038060 0.0017021      0.0043584
## LambdaHonduras_1        -0.664003 0.046177 0.0020651      0.0026906
## Lambda`Costa Rica`_1    -0.778851 0.046261 0.0020688      0.0035839
## LambdaPanama_1          -1.077689 0.036242 0.0016208      0.0044900
## LambdaJamaica_1         -0.623859 0.048771 0.0021811      0.0030533
## Lambda`Dominican Rep`_1 -0.729074 0.045715 0.0020444      0.0037472
## Lambda`Trin/Tobago`_1    0.187549 0.051812 0.0023171      0.0023171
## LambdaColombia_1        -0.758717 0.044094 0.0019719      0.0032754
## LambdaVenezuela_1       -0.426692 0.048076 0.0021500      0.0026554
## LambdaEcuador_1         -0.801018 0.044925 0.0020091      0.0044585
## LambdaPeru_1             0.908719 0.040859 0.0018273      0.0042017
## LambdaChile_1           -0.887106 0.041026 0.0018348      0.0035754
## LambdaBrazil_1          -0.871142 0.041479 0.0018550      0.0052044
## LambdaParaguay_1        -0.913977 0.040312 0.0018028      0.0054609
## LambdaUruguay_1         -0.058908 0.050598 0.0022628      0.0022628
## LambdaArgentina_1       -0.659054 0.044599 0.0019945      0.0035236
## LambdaSweden_1          -0.579862 0.045965 0.0020556      0.0026477
## LambdaNorway_1           0.062372 0.051471 0.0023019      0.0023019
## LambdaFinland_1         -0.154994 0.052208 0.0023348      0.0023348
## LambdaDenmark_1          0.291091 0.048519 0.0021698      0.0021698
## LambdaU.K._1             0.571886 0.048125 0.0021522      0.0030321
## LambdaIreland_1          0.373830 0.048437 0.0021662      0.0035841
## LambdaLuxembourg_1      -0.065439 0.051943 0.0023230      0.0023230
## LambdaNetherlands_1      0.053513 0.052456 0.0023459      0.0023459
## LambdaFrance_1          -0.075493 0.051915 0.0023217      0.0025535
## LambdaGermany_1         -0.047005 0.049548 0.0022158      0.0022158
## LambdaAustria_1          0.384344 0.049108 0.0021962      0.0021962
## Lambda`Czech Rep`_1     -0.181550 0.051265 0.0022926      0.0023071
## LambdaHungary_1          0.753890 0.045093 0.0020166      0.0042675
## LambdaSwitzerland_1      0.498925 0.047377 0.0021187      0.0025260
## LambdaPoland_1          -0.652868 0.046524 0.0020806      0.0033567
## LambdaRussia_1           0.019704 0.050822 0.0022728      0.0022728
## LambdaSpain_1            0.419982 0.048557 0.0021715      0.0021715
## LambdaPortugal_1         0.477104 0.048521 0.0021699      0.0021699
## LambdaItaly_1            0.172684 0.052531 0.0023493      0.0023493
## LambdaGreece_1           0.307175 0.049724 0.0022237      0.0027965
## LambdaTurkey_1          -0.308706 0.048931 0.0021883      0.0021883
## LambdaSyria_1            1.000273 0.036759 0.0016439      0.0043995
## LambdaIsrael_1          -0.265639 0.049594 0.0022179      0.0022179
## LambdaJordan_1          -0.922402 0.042562 0.0019034      0.0048283
## LambdaKuwait_1          -0.965814 0.039663 0.0017738      0.0040865
## Lambda`Saudi Arabia`_1  -1.087896 0.036383 0.0016271      0.0049082
## LambdaIndia_1           -1.038329 0.037530 0.0016784      0.0042189
## LambdaPakistan_1        -1.057657 0.037717 0.0016868      0.0049274
## LambdaBangladesh_1      -0.979607 0.037724 0.0016871      0.0039226
## Lambda`Sri Lanka`_1     -0.719055 0.042389 0.0018957      0.0032647
## LambdaThailand_1        -0.895884 0.040992 0.0018332      0.0038088
## LambdaMalaysia_1        -1.014671 0.037360 0.0016708      0.0038450
## LambdaSingapore_1       -0.312132 0.047400 0.0021198      0.0021198
## LambdaIndonesia_1       -0.904696 0.041914 0.0018745      0.0050614
## LambdaPhilippines_1     -0.704238 0.045361 0.0020286      0.0030041
## Lambda`China,PR`_1      -1.037901 0.038524 0.0017228      0.0052136
## LambdaKorea_1           -0.402203 0.048653 0.0021758      0.0023928
## Lambda`Hong Kong`_1     -0.456435 0.046730 0.0020898      0.0020898
## LambdaTaiwan_1           0.106563 0.051883 0.0023203      0.0021724
## LambdaJapan_1            0.685140 0.044518 0.0019909      0.0029659
## LambdaAustralia_1       -0.536798 0.049051 0.0021936      0.0027660
## Lambda`New Zealand`_1    0.007579 0.051537 0.0023048      0.0023048
## LambdaMorocco_1         -0.807796 0.045351 0.0020281      0.0039322
## LambdaAlgeria_1         -0.929713 0.040570 0.0018143      0.0037800
## LambdaTunisia_1         -0.839984 0.042973 0.0019218      0.0031379
## LambdaEgypt_1           -0.671019 0.044350 0.0019834      0.0034363
## LambdaCameroon_1        -0.400017 0.049319 0.0022056      0.0028468
## LambdaSenegal_1         -0.825940 0.041179 0.0018416      0.0039905
## Lambda`Sierra Leone`_1  -0.885029 0.041848 0.0018715      0.0046012
## Lambda`Cote d'Ivoire`_1 -0.400053 0.048181 0.0021547      0.0033744
## LambdaGhana_1           -0.919649 0.040650 0.0018179      0.0038666
## LambdaNigeria_1         -0.766795 0.045987 0.0020566      0.0044883
## LambdaBenin_1           -0.700926 0.043168 0.0019305      0.0028444
## LambdaCongo_1            0.690867 0.045393 0.0020300      0.0029393
## LambdaKenya_1           -0.141117 0.048487 0.0021684      0.0021684
## LambdaTanzania_1        -0.904988 0.041588 0.0018599      0.0043696
## LambdaMozambique_1      -1.038439 0.037642 0.0016834      0.0053599
## Lambda`South Africa`_1  -0.824301 0.043436 0.0019425      0.0037291
## LambdaZambia_1          -0.351162 0.047868 0.0021407      0.0021407
## PsiCanada                0.640715 0.041603 0.0018606      0.0018606
## PsiMexico                0.956274 0.061009 0.0027284      0.0027284
## PsiGuatemala             0.822980 0.053037 0.0023719      0.0023719
## Psi`El Salvador`         0.183827 0.012378 0.0005535      0.0005235
## PsiHonduras              0.638651 0.041505 0.0018562      0.0018562
## PsiNicaragua             0.995547 0.062601 0.0027996      0.0027996
## Psi`Costa Rica`          0.506460 0.034577 0.0015463      0.0015463
## PsiPanama                0.045327 0.003911 0.0001749      0.0001749
## PsiJamaica               0.678168 0.043767 0.0019573      0.0018285
## Psi`Dominican Rep`       0.564821 0.035042 0.0015671      0.0017375
## Psi`Trin/Tobago`         0.973616 0.060773 0.0027178      0.0033494
## PsiColombia              0.534170 0.033099 0.0014802      0.0014802
## PsiVenezuela             0.847776 0.052781 0.0023604      0.0025992
## PsiEcuador               0.475087 0.031721 0.0014186      0.0014186
## PsiPeru                  0.322070 0.020585 0.0009206      0.0009206
## PsiChile                 0.352964 0.022597 0.0010105      0.0009312
## PsiBrazil                0.375244 0.024239 0.0010840      0.0010068
## PsiParaguay              0.315503 0.021006 0.0009394      0.0009394
## PsiUruguay               1.004627 0.064114 0.0028673      0.0028673
## PsiArgentina             0.645463 0.040595 0.0018155      0.0018155
## PsiEU12                  1.000491 0.061814 0.0027644      0.0027644
## PsiSweden                0.720032 0.045359 0.0020285      0.0022366
## PsiNorway                1.001485 0.061302 0.0027415      0.0027415
## PsiFinland               0.981498 0.059376 0.0026554      0.0025817
## PsiDenmark               0.931202 0.057649 0.0025781      0.0021894
## PsiU.K.                  0.732236 0.047956 0.0021447      0.0020029
## PsiIreland               0.884978 0.054432 0.0024343      0.0024343
## PsiLuxembourg            1.002349 0.063602 0.0028444      0.0028444
## PsiNetherlands           0.994426 0.065076 0.0029103      0.0029103
## PsiFrance                0.998614 0.063274 0.0028297      0.0035564
## PsiGermany               1.001927 0.065326 0.0029215      0.0029215
## PsiAustria               0.881203 0.053914 0.0024111      0.0024111
## Psi`Czech Rep`           0.975658 0.063703 0.0028489      0.0028489
## PsiHungary               0.531798 0.034333 0.0015354      0.0020012
## PsiSwitzerland           0.800437 0.053390 0.0023877      0.0023877
## PsiPoland                0.649468 0.043220 0.0019329      0.0019329
## PsiRussia                1.003366 0.062164 0.0027801      0.0027801
## PsiSpain                 0.860673 0.056091 0.0025085      0.0025085
## PsiPortugal              0.819198 0.052718 0.0023576      0.0023576
## PsiItaly                 0.978103 0.063931 0.0028591      0.0028591
## PsiGreece                0.922543 0.061096 0.0027323      0.0027323
## PsiTurkey                0.925295 0.058079 0.0025974      0.0025974
## PsiSyria                 0.178838 0.012134 0.0005427      0.0005427
## PsiIsrael                0.941276 0.062564 0.0027979      0.0025956
## PsiJordan                0.301504 0.020150 0.0009011      0.0009011
## PsiKuwait                0.231838 0.015982 0.0007147      0.0006579
## Psi`Saudi Arabia`        0.027495 0.002697 0.0001206      0.0001309
## PsiIndia                 0.114281 0.007682 0.0003436      0.0003436
## PsiPakistan              0.080812 0.005659 0.0002531      0.0002531
## PsiBangladesh            0.209224 0.013835 0.0006187      0.0005386
## Psi`Sri Lanka`           0.581490 0.038810 0.0017356      0.0016985
## PsiThailand              0.341389 0.022094 0.0009881      0.0009881
## PsiMalaysia              0.155493 0.010844 0.0004850      0.0004850
## PsiSingapore             0.925991 0.059151 0.0026453      0.0026453
## PsiIndonesia             0.328134 0.021210 0.0009485      0.0009485
## PsiPhilippines           0.594223 0.039229 0.0017544      0.0017544
## Psi`China,PR`            0.116816 0.007748 0.0003465      0.0003465
## PsiKorea                 0.873261 0.053703 0.0024017      0.0024017
## Psi`Hong Kong`           0.829924 0.054120 0.0024203      0.0024203
## PsiTaiwan                0.992930 0.063467 0.0028383      0.0028383
## PsiJapan                 0.616378 0.040189 0.0017973      0.0016069
## PsiAustralia             0.761735 0.049965 0.0022345      0.0022345
## Psi`New Zealand`         1.007341 0.062823 0.0028095      0.0026172
## PsiMorocco               0.462499 0.028606 0.0012793      0.0012793
## PsiAlgeria               0.291758 0.020232 0.0009048      0.0009048
## PsiTunisia               0.418161 0.027619 0.0012352      0.0012352
## PsiEgypt                 0.632213 0.039325 0.0017587      0.0019401
## PsiCameroon              0.870603 0.052812 0.0023618      0.0023618
## PsiSenegal               0.439598 0.030302 0.0013552      0.0014972
## Psi`Sierra Leone`        0.358565 0.022905 0.0010244      0.0010244
## Psi`Cote d'Ivoire`       0.868601 0.056751 0.0025380      0.0021364
## PsiGhana                 0.307201 0.020930 0.0009360      0.0010727
## PsiNigeria               0.515049 0.034470 0.0015415      0.0015415
## PsiBenin                 0.597856 0.037393 0.0016723      0.0016723
## PsiCongo                 0.610180 0.041850 0.0018716      0.0018716
## PsiKenya                 0.983511 0.062183 0.0027809      0.0027809
## PsiTanzania              0.330068 0.020996 0.0009390      0.0009390
## PsiMozambique            0.115814 0.007928 0.0003545      0.0003545
## Psi`South Africa`        0.447386 0.028450 0.0012723      0.0012723
## PsiZambia                0.895253 0.056794 0.0025399      0.0025399
## 
## 2. Quantiles for each variable:
## 
##                              2.5%      25%       50%      75%    97.5%
## LambdaCanada_1          -0.747497 -0.69247 -0.661425 -0.63399 -0.57918
## LambdaMexico_1          -0.334088 -0.28276 -0.246911 -0.21661 -0.14532
## LambdaGuatemala_1       -0.557326 -0.48900 -0.453200 -0.42406 -0.36869
## Lambda`El Salvador`_1    0.927589  0.96972  0.993688  1.02059  1.07527
## LambdaHonduras_1        -0.748482 -0.69505 -0.665129 -0.63152 -0.57773
## Lambda`Costa Rica`_1    -0.867053 -0.80882 -0.776385 -0.74378 -0.69602
## LambdaPanama_1          -1.148865 -1.10095 -1.077329 -1.05343 -1.01137
## LambdaJamaica_1         -0.725597 -0.65440 -0.623194 -0.59066 -0.53714
## Lambda`Dominican Rep`_1 -0.816714 -0.75908 -0.727738 -0.69694 -0.64264
## Lambda`Trin/Tobago`_1    0.092528  0.15035  0.187613  0.22376  0.28270
## LambdaColombia_1        -0.844264 -0.78638 -0.758779 -0.72973 -0.67064
## LambdaVenezuela_1       -0.517057 -0.46026 -0.423914 -0.39399 -0.33834
## LambdaEcuador_1         -0.887346 -0.83109 -0.802460 -0.77195 -0.71141
## LambdaPeru_1             0.832734  0.87953  0.908271  0.93484  0.99009
## LambdaChile_1           -0.960889 -0.91741 -0.887019 -0.85705 -0.81021
## LambdaBrazil_1          -0.949173 -0.89834 -0.870101 -0.84444 -0.78999
## LambdaParaguay_1        -0.996422 -0.94118 -0.914908 -0.88533 -0.84228
## LambdaUruguay_1         -0.152452 -0.09154 -0.057061 -0.02503  0.04021
## LambdaArgentina_1       -0.744864 -0.68776 -0.658970 -0.62881 -0.57074
## LambdaSweden_1          -0.674032 -0.60810 -0.578068 -0.55027 -0.48658
## LambdaNorway_1          -0.040570  0.02922  0.062275  0.09761  0.15830
## LambdaFinland_1         -0.249710 -0.19400 -0.156065 -0.11981 -0.04845
## LambdaDenmark_1          0.200083  0.25942  0.288066  0.32534  0.38823
## LambdaU.K._1             0.482499  0.54319  0.571478  0.60235  0.66801
## LambdaIreland_1          0.276359  0.34282  0.373795  0.40542  0.46641
## LambdaLuxembourg_1      -0.162978 -0.10051 -0.066516 -0.02867  0.03400
## LambdaNetherlands_1     -0.051388  0.01900  0.051751  0.08618  0.15648
## LambdaFrance_1          -0.177513 -0.11124 -0.074648 -0.04004  0.02444
## LambdaGermany_1         -0.142476 -0.07922 -0.044335 -0.01722  0.05045
## LambdaAustria_1          0.280381  0.35337  0.383895  0.41775  0.47941
## Lambda`Czech Rep`_1     -0.288364 -0.21412 -0.181885 -0.15005 -0.08380
## LambdaHungary_1          0.660571  0.72410  0.751730  0.78360  0.83997
## LambdaSwitzerland_1      0.408309  0.46351  0.499967  0.53188  0.59054
## LambdaPoland_1          -0.743874 -0.68204 -0.652393 -0.62220 -0.56301
## LambdaRussia_1          -0.076730 -0.01426  0.020410  0.05505  0.11608
## LambdaSpain_1            0.322629  0.38839  0.419364  0.45237  0.51781
## LambdaPortugal_1         0.381809  0.44345  0.479568  0.50931  0.57534
## LambdaItaly_1            0.065795  0.13599  0.172225  0.20704  0.27550
## LambdaGreece_1           0.211757  0.27253  0.308187  0.34252  0.40336
## LambdaTurkey_1          -0.401754 -0.33916 -0.309860 -0.27286 -0.22220
## LambdaSyria_1            0.937272  0.97481  0.996719  1.02558  1.07815
## LambdaIsrael_1          -0.361487 -0.29565 -0.266474 -0.23331 -0.17324
## LambdaJordan_1          -1.002878 -0.95068 -0.922307 -0.89444 -0.84408
## LambdaKuwait_1          -1.042251 -0.99299 -0.965316 -0.93831 -0.89289
## Lambda`Saudi Arabia`_1  -1.157660 -1.11154 -1.086077 -1.06335 -1.02365
## LambdaIndia_1           -1.112932 -1.06353 -1.035486 -1.01440 -0.96880
## LambdaPakistan_1        -1.131827 -1.08079 -1.055816 -1.03284 -0.98870
## LambdaBangladesh_1      -1.060705 -1.00445 -0.978688 -0.95297 -0.90648
## Lambda`Sri Lanka`_1     -0.808031 -0.74393 -0.717090 -0.69183 -0.63884
## LambdaThailand_1        -0.970023 -0.92336 -0.895548 -0.86915 -0.81173
## LambdaMalaysia_1        -1.093127 -1.03786 -1.012969 -0.98913 -0.94881
## LambdaSingapore_1       -0.398766 -0.34461 -0.313030 -0.28394 -0.22217
## LambdaIndonesia_1       -0.991020 -0.93044 -0.901569 -0.87626 -0.82980
## LambdaPhilippines_1     -0.791775 -0.73556 -0.704786 -0.67190 -0.61838
## Lambda`China,PR`_1      -1.114619 -1.06272 -1.037694 -1.01149 -0.96646
## LambdaKorea_1           -0.491023 -0.43644 -0.402906 -0.37035 -0.30368
## Lambda`Hong Kong`_1     -0.553659 -0.48687 -0.452657 -0.42808 -0.36778
## LambdaTaiwan_1           0.001263  0.07236  0.104403  0.14380  0.20263
## LambdaJapan_1            0.602553  0.65628  0.684101  0.71261  0.77810
## LambdaAustralia_1       -0.636160 -0.57082 -0.531324 -0.50337 -0.44322
## Lambda`New Zealand`_1   -0.102449 -0.02481  0.007936  0.04028  0.11225
## LambdaMorocco_1         -0.900994 -0.83498 -0.808270 -0.77842 -0.71385
## LambdaAlgeria_1         -1.018238 -0.95577 -0.927046 -0.90365 -0.85775
## LambdaTunisia_1         -0.926933 -0.86770 -0.842140 -0.80791 -0.75979
## LambdaEgypt_1           -0.764141 -0.70161 -0.670215 -0.64216 -0.58987
## LambdaCameroon_1        -0.500712 -0.43204 -0.396973 -0.36934 -0.30862
## LambdaSenegal_1         -0.908033 -0.85331 -0.825043 -0.79691 -0.74216
## Lambda`Sierra Leone`_1  -0.977569 -0.91237 -0.882970 -0.85640 -0.81359
## Lambda`Cote d'Ivoire`_1 -0.498875 -0.43018 -0.399990 -0.36988 -0.31116
## LambdaGhana_1           -0.999780 -0.94782 -0.919595 -0.89096 -0.84002
## LambdaNigeria_1         -0.868341 -0.79342 -0.764988 -0.73565 -0.68319
## LambdaBenin_1           -0.782778 -0.73154 -0.699373 -0.67233 -0.61672
## LambdaCongo_1            0.604182  0.65982  0.690115  0.71870  0.77986
## LambdaKenya_1           -0.242946 -0.17195 -0.139949 -0.10999 -0.04230
## LambdaTanzania_1        -0.990414 -0.93108 -0.904547 -0.87864 -0.82652
## LambdaMozambique_1      -1.111046 -1.06308 -1.038015 -1.01310 -0.96599
## Lambda`South Africa`_1  -0.915811 -0.85113 -0.821649 -0.79422 -0.74668
## LambdaZambia_1          -0.444661 -0.38322 -0.352742 -0.31678 -0.25428
## PsiCanada                0.567635  0.61090  0.639069  0.66712  0.72783
## PsiMexico                0.848828  0.91416  0.952051  0.99544  1.08195
## PsiGuatemala             0.719583  0.78643  0.822164  0.85661  0.92977
## Psi`El Salvador`         0.161172  0.17600  0.182677  0.19171  0.21061
## PsiHonduras              0.562470  0.61072  0.637606  0.66353  0.72671
## PsiNicaragua             0.876004  0.95066  0.995138  1.03709  1.12302
## Psi`Costa Rica`          0.446088  0.48104  0.505538  0.53093  0.58093
## PsiPanama                0.038269  0.04261  0.045204  0.04779  0.05368
## PsiJamaica               0.596741  0.64676  0.675801  0.70777  0.76752
## Psi`Dominican Rep`       0.498853  0.54118  0.566762  0.58790  0.63210
## Psi`Trin/Tobago`         0.861980  0.93066  0.968364  1.00992  1.10165
## PsiColombia              0.471749  0.51047  0.533647  0.55473  0.59853
## PsiVenezuela             0.753005  0.81042  0.844459  0.88108  0.95758
## PsiEcuador               0.416060  0.45468  0.474044  0.49467  0.54393
## PsiPeru                  0.282429  0.30745  0.321566  0.33577  0.36397
## PsiChile                 0.312837  0.33731  0.352387  0.36638  0.40379
## PsiBrazil                0.331907  0.35898  0.374212  0.39100  0.42376
## PsiParaguay              0.274412  0.30037  0.315390  0.32954  0.35699
## PsiUruguay               0.887856  0.95644  1.002953  1.04510  1.14187
## PsiArgentina             0.566266  0.61974  0.642162  0.67239  0.72767
## PsiEU12                  0.888280  0.95582  0.995919  1.04093  1.12053
## PsiSweden                0.639533  0.68833  0.715894  0.74830  0.81699
## PsiNorway                0.898463  0.95532  0.999249  1.03667  1.12896
## PsiFinland               0.861779  0.94062  0.977578  1.02364  1.09290
## PsiDenmark               0.830486  0.89302  0.926810  0.96762  1.05004
## PsiU.K.                  0.643393  0.69764  0.731105  0.76411  0.82984
## PsiIreland               0.771600  0.85033  0.881904  0.91900  1.00104
## PsiLuxembourg            0.893885  0.95661  1.000982  1.04574  1.12854
## PsiNetherlands           0.880438  0.95194  0.989797  1.03314  1.13715
## PsiFrance                0.886337  0.95277  0.995266  1.04223  1.12182
## PsiGermany               0.882634  0.95327  0.999513  1.05034  1.12201
## PsiAustria               0.784823  0.84323  0.880209  0.91509  0.98749
## Psi`Czech Rep`           0.863650  0.92800  0.973865  1.01731  1.10121
## PsiHungary               0.464918  0.50710  0.530684  0.55717  0.59866
## PsiSwitzerland           0.706391  0.76450  0.797005  0.83230  0.90967
## PsiPoland                0.572576  0.61741  0.648098  0.67608  0.73877
## PsiRussia                0.880854  0.95927  0.998966  1.04068  1.13925
## PsiSpain                 0.763285  0.81998  0.857852  0.89843  0.97718
## PsiPortugal              0.724016  0.78067  0.820868  0.85792  0.91814
## PsiItaly                 0.867761  0.93491  0.969642  1.02113  1.11211
## PsiGreece                0.814048  0.88021  0.917937  0.96064  1.05497
## PsiTurkey                0.825359  0.88597  0.924719  0.96104  1.04903
## PsiSyria                 0.158405  0.17026  0.178305  0.18642  0.20712
## PsiIsrael                0.822924  0.90154  0.938143  0.97816  1.07482
## PsiJordan                0.267793  0.28724  0.300193  0.31519  0.34484
## PsiKuwait                0.202076  0.22135  0.231215  0.24139  0.26648
## Psi`Saudi Arabia`        0.022475  0.02557  0.027430  0.02932  0.03306
## PsiIndia                 0.100450  0.10875  0.114073  0.11920  0.13057
## PsiPakistan              0.069847  0.07682  0.080813  0.08452  0.09276
## PsiBangladesh            0.184715  0.19948  0.208820  0.21675  0.24024
## Psi`Sri Lanka`           0.509154  0.55574  0.579465  0.60649  0.65857
## PsiThailand              0.300856  0.32606  0.339341  0.35498  0.39182
## PsiMalaysia              0.136484  0.14773  0.154603  0.16275  0.17717
## PsiSingapore             0.818120  0.88332  0.919197  0.96588  1.04510
## PsiIndonesia             0.287046  0.31440  0.328494  0.34126  0.37266
## PsiPhilippines           0.525282  0.56711  0.592496  0.61796  0.67567
## Psi`China,PR`            0.103276  0.11127  0.116483  0.12221  0.13270
## PsiKorea                 0.770675  0.83680  0.869914  0.90785  0.97764
## Psi`Hong Kong`           0.723398  0.79382  0.828161  0.86666  0.93264
## PsiTaiwan                0.872209  0.95045  0.987360  1.03222  1.12509
## PsiJapan                 0.541305  0.58815  0.615337  0.64296  0.70005
## PsiAustralia             0.666554  0.72772  0.763728  0.79165  0.86650
## Psi`New Zealand`         0.887240  0.96170  1.006277  1.05140  1.13759
## PsiMorocco               0.408849  0.44264  0.460927  0.48162  0.51812
## PsiAlgeria               0.256003  0.27617  0.292555  0.30526  0.33408
## PsiTunisia               0.362582  0.40133  0.416173  0.43466  0.47460
## PsiEgypt                 0.563001  0.60337  0.629491  0.65849  0.71549
## PsiCameroon              0.763356  0.83353  0.870317  0.90795  0.97584
## PsiSenegal               0.385961  0.41863  0.439048  0.45824  0.50400
## Psi`Sierra Leone`        0.315142  0.34236  0.359430  0.37264  0.40351
## Psi`Cote d'Ivoire`       0.762686  0.83251  0.866655  0.90476  0.98499
## PsiGhana                 0.268508  0.29222  0.306210  0.31983  0.35525
## PsiNigeria               0.450798  0.49128  0.513723  0.53798  0.58143
## PsiBenin                 0.532031  0.57167  0.594343  0.61925  0.67390
## PsiCongo                 0.532508  0.58270  0.607690  0.63370  0.70747
## PsiKenya                 0.863915  0.93987  0.979364  1.02411  1.09972
## PsiTanzania              0.289825  0.31527  0.329546  0.34374  0.37462
## PsiMozambique            0.101504  0.10995  0.115710  0.12096  0.13165
## Psi`South Africa`        0.396603  0.42743  0.445381  0.46498  0.50853
## PsiZambia                0.792622  0.85491  0.891775  0.93262  1.01822

Análisis con 2 factores

M.sim <- 10000
M.burn <- 500
posterior <- MCMCfactanal(~., 
                          factors=2,
                          verbose=0, store.scores=FALSE, 
                          lambda.constraints=list(EU12=list(1,0),
                                                  Nicaragua =list(1,0),
                                                  EU12=list(2,0),
                                                  Nicaragua =list(2,0)),
                          a0=1, b0=0.15,
                          data=tipo[,-1], 
                          burnin=M.burn, mcmc=M.sim, thin=20)

Cadenas

Resumen

## 
## Iterations = 501:10481
## Thinning interval = 20 
## Number of chains = 1 
## Sample size per chain = 500 
## 
## 1. Empirical mean and standard deviation for each variable,
##    plus standard error of the mean:
## 
##                              Mean        SD  Naive SE Time-series SE
## LambdaCanada_1           0.011797 0.0728934 3.260e-03      2.386e-02
## LambdaCanada_2           0.749584 0.0441015 1.972e-03      3.151e-03
## LambdaMexico_1           0.043397 0.0543007 2.428e-03      6.752e-03
## LambdaMexico_2           0.257842 0.0506750 2.266e-03      2.266e-03
## LambdaGuatemala_1        0.279157 0.0553403 2.475e-03      6.788e-03
## LambdaGuatemala_2        0.322386 0.0500412 2.238e-03      7.578e-03
## Lambda`El Salvador`_1   -0.542857 0.0798364 3.570e-03      2.900e-02
## Lambda`El Salvador`_2   -0.841696 0.0555546 2.484e-03      1.167e-02
## LambdaHonduras_1         0.549518 0.0598244 2.675e-03      1.400e-02
## LambdaHonduras_2         0.416475 0.0578472 2.587e-03      1.688e-02
## Lambda`Costa Rica`_1     0.258662 0.0733545 3.281e-03      2.199e-02
## Lambda`Costa Rica`_2     0.744689 0.0454215 2.031e-03      5.527e-03
## LambdaPanama_1           0.655531 0.0800566 3.580e-03      2.924e-02
## LambdaPanama_2           0.859825 0.0592153 2.648e-03      1.517e-02
## LambdaJamaica_1          0.246697 0.0634559 2.838e-03      1.368e-02
## LambdaJamaica_2          0.545886 0.0501418 2.242e-03      4.387e-03
## Lambda`Dominican Rep`_1  0.384239 0.0650677 2.910e-03      1.825e-02
## Lambda`Dominican Rep`_2  0.586875 0.0520387 2.327e-03      7.281e-03
## Lambda`Trin/Tobago`_1   -0.102880 0.0497583 2.225e-03      6.425e-03
## Lambda`Trin/Tobago`_2   -0.194642 0.0473488 2.118e-03      2.118e-03
## LambdaColombia_1         0.323776 0.0666364 2.980e-03      1.905e-02
## LambdaColombia_2         0.642568 0.0455201 2.036e-03      4.273e-03
## LambdaVenezuela_1        0.360348 0.0548198 2.452e-03      9.470e-03
## LambdaVenezuela_2        0.253752 0.0553986 2.477e-03      8.307e-03
## LambdaEcuador_1          0.387958 0.0692352 3.096e-03      2.495e-02
## LambdaEcuador_2          0.672432 0.0499633 2.234e-03      9.241e-03
## LambdaPeru_1            -0.549033 0.0721906 3.228e-03      2.266e-02
## LambdaPeru_2            -0.703297 0.0555078 2.482e-03      1.497e-02
## LambdaChile_1            0.413440 0.0736311 3.293e-03      2.712e-02
## LambdaChile_2            0.775856 0.0497468 2.225e-03      7.764e-03
## LambdaBrazil_1           0.168411 0.0805879 3.604e-03      2.966e-02
## LambdaBrazil_2           0.903627 0.0412750 1.846e-03      3.948e-03
## LambdaParaguay_1         0.407194 0.0764678 3.420e-03      3.006e-02
## LambdaParaguay_2         0.794459 0.0478348 2.139e-03      7.472e-03
## LambdaUruguay_1         -0.226572 0.0479550 2.145e-03      3.254e-03
## LambdaUruguay_2          0.197661 0.0497271 2.224e-03      5.351e-03
## LambdaArgentina_1        0.291922 0.0647983 2.898e-03      1.939e-02
## LambdaArgentina_2        0.594208 0.0487046 2.178e-03      6.486e-03
## LambdaSweden_1          -0.383856 0.0751760 3.362e-03      2.974e-02
## LambdaSweden_2           0.911595 0.0460092 2.058e-03      8.491e-03
## LambdaNorway_1          -0.920823 0.0459082 2.053e-03      1.067e-02
## LambdaNorway_2           0.464732 0.0750451 3.356e-03      3.089e-02
## LambdaFinland_1         -0.704498 0.0563938 2.522e-03      1.298e-02
## LambdaFinland_2          0.597414 0.0631763 2.825e-03      2.100e-02
## LambdaDenmark_1         -1.049699 0.0395766 1.770e-03      8.348e-03
## LambdaDenmark_2          0.279016 0.0827966 3.703e-03      3.634e-02
## LambdaU.K._1            -0.908234 0.0450236 2.014e-03      6.897e-03
## LambdaU.K._2            -0.133653 0.0769434 3.441e-03      2.841e-02
## LambdaIreland_1         -0.987950 0.0404115 1.807e-03      7.417e-03
## LambdaIreland_2          0.144537 0.0821201 3.673e-03      3.309e-02
## LambdaLuxembourg_1      -0.893572 0.0517248 2.313e-03      1.339e-02
## LambdaLuxembourg_2       0.599823 0.0721409 3.226e-03      2.740e-02
## LambdaNetherlands_1     -0.956249 0.0466805 2.088e-03      1.067e-02
## LambdaNetherlands_2      0.491157 0.0768838 3.438e-03      3.090e-02
## LambdaFrance_1          -0.879413 0.0519057 2.321e-03      1.355e-02
## LambdaFrance_2           0.608841 0.0716918 3.206e-03      2.624e-02
## LambdaGermany_1         -0.898464 0.0508347 2.273e-03      1.346e-02
## LambdaGermany_2          0.586185 0.0734625 3.285e-03      2.728e-02
## LambdaAustria_1         -1.061214 0.0385881 1.726e-03      8.558e-03
## LambdaAustria_2          0.177952 0.0837409 3.745e-03      3.842e-02
## Lambda`Czech Rep`_1     -0.066337 0.0526198 2.353e-03      2.989e-03
## Lambda`Czech Rep`_2      0.236327 0.0504243 2.255e-03      2.613e-03
## LambdaHungary_1         -0.851551 0.0568435 2.542e-03      1.467e-02
## LambdaHungary_2         -0.380667 0.0705794 3.156e-03      2.731e-02
## LambdaSwitzerland_1     -0.996927 0.0415346 1.857e-03      7.668e-03
## LambdaSwitzerland_2      0.001901 0.0806883 3.608e-03      3.243e-02
## LambdaPoland_1           0.338927 0.0644260 2.881e-03      2.019e-02
## LambdaPoland_2           0.541431 0.0489840 2.191e-03      6.168e-03
## LambdaRussia_1          -0.001153 0.0463413 2.072e-03      2.072e-03
## LambdaRussia_2          -0.035190 0.0497419 2.225e-03      1.988e-03
## LambdaSpain_1           -1.043063 0.0388558 1.738e-03      6.890e-03
## LambdaSpain_2            0.128462 0.0831553 3.719e-03      3.558e-02
## LambdaPortugal_1        -1.028166 0.0406642 1.819e-03      7.336e-03
## LambdaPortugal_2         0.056906 0.0824707 3.688e-03      3.722e-02
## LambdaItaly_1           -0.889668 0.0440453 1.970e-03      8.095e-03
## LambdaItaly_2            0.328240 0.0746566 3.339e-03      2.680e-02
## LambdaGreece_1          -0.951911 0.0412607 1.845e-03      6.900e-03
## LambdaGreece_2           0.197072 0.0769708 3.442e-03      2.904e-02
## LambdaTurkey_1          -0.357336 0.0590358 2.640e-03      1.686e-02
## LambdaTurkey_2           0.552591 0.0531007 2.375e-03      1.174e-02
## LambdaSyria_1           -0.648462 0.0759211 3.395e-03      2.868e-02
## LambdaSyria_2           -0.778029 0.0607122 2.715e-03      1.479e-02
## LambdaIsrael_1          -0.285618 0.0569302 2.546e-03      1.007e-02
## LambdaIsrael_2           0.494594 0.0484136 2.165e-03      7.250e-03
## LambdaJordan_1           0.362054 0.0770224 3.445e-03      2.832e-02
## LambdaJordan_2           0.825367 0.0462948 2.070e-03      6.968e-03
## LambdaKuwait_1           0.310588 0.0834254 3.731e-03      3.506e-02
## LambdaKuwait_2           0.924648 0.0434601 1.944e-03      5.996e-03
## Lambda`Saudi Arabia`_1   0.611494 0.0822416 3.678e-03      3.159e-02
## Lambda`Saudi Arabia`_2   0.895961 0.0561438 2.511e-03      1.274e-02
## LambdaIndia_1            0.512055 0.0803014 3.591e-03      3.287e-02
## LambdaIndia_2            0.883588 0.0531108 2.375e-03      1.005e-02
## LambdaPakistan_1         0.512059 0.0822053 3.676e-03      2.888e-02
## LambdaPakistan_2         0.913751 0.0513377 2.296e-03      1.007e-02
## LambdaBangladesh_1       0.491194 0.0782304 3.499e-03      3.156e-02
## LambdaBangladesh_2       0.849170 0.0525337 2.349e-03      1.087e-02
## Lambda`Sri Lanka`_1      0.338327 0.0688568 3.079e-03      1.894e-02
## Lambda`Sri Lanka`_2      0.631261 0.0479088 2.143e-03      4.917e-03
## LambdaThailand_1         0.162013 0.0836117 3.739e-03      3.212e-02
## LambdaThailand_2         0.930525 0.0400006 1.789e-03      4.296e-03
## LambdaMalaysia_1         0.415041 0.0820126 3.668e-03      3.463e-02
## LambdaMalaysia_2         0.925416 0.0477803 2.137e-03      8.114e-03
## LambdaSingapore_1       -0.377826 0.0569999 2.549e-03      1.725e-02
## LambdaSingapore_2        0.570409 0.0497439 2.225e-03      8.192e-03
## LambdaIndonesia_1        0.306814 0.0782748 3.501e-03      2.924e-02
## LambdaIndonesia_2        0.851068 0.0454286 2.032e-03      5.770e-03
## LambdaPhilippines_1     -0.004953 0.0734633 3.285e-03      2.572e-02
## LambdaPhilippines_2      0.801418 0.0414025 1.852e-03      2.814e-03
## Lambda`China,PR`_1       0.535917 0.0801000 3.582e-03      2.888e-02
## Lambda`China,PR`_2       0.865967 0.0540015 2.415e-03      1.147e-02
## LambdaKorea_1           -0.245235 0.0605014 2.706e-03      1.733e-02
## LambdaKorea_2            0.609128 0.0503587 2.252e-03      4.710e-03
## Lambda`Hong Kong`_1      0.011310 0.0605576 2.708e-03      1.373e-02
## Lambda`Hong Kong`_2      0.541577 0.0435211 1.946e-03      2.702e-03
## LambdaTaiwan_1          -0.464298 0.0466301 2.085e-03      5.093e-03
## LambdaTaiwan_2           0.171498 0.0561105 2.509e-03      1.335e-02
## LambdaJapan_1           -0.824286 0.0540713 2.418e-03      1.185e-02
## LambdaJapan_2           -0.300652 0.0724793 3.241e-03      2.391e-02
## LambdaAustralia_1       -0.335117 0.0681778 3.049e-03      2.420e-02
## LambdaAustralia_2        0.797952 0.0473293 2.117e-03      7.938e-03
## Lambda`New Zealand`_1   -0.740463 0.0484753 2.168e-03      9.449e-03
## Lambda`New Zealand`_2    0.413740 0.0666454 2.980e-03      2.139e-02
## LambdaMorocco_1         -0.115880 0.0819205 3.664e-03      3.316e-02
## LambdaMorocco_2          0.995374 0.0373039 1.668e-03      4.617e-03
## LambdaAlgeria_1          0.402094 0.0778805 3.483e-03      3.123e-02
## LambdaAlgeria_2          0.832278 0.0479910 2.146e-03      8.246e-03
## LambdaTunisia_1         -0.081177 0.0842243 3.767e-03      3.383e-02
## LambdaTunisia_2          1.024973 0.0355575 1.590e-03      4.090e-03
## LambdaEgypt_1            0.460205 0.0636019 2.844e-03      1.657e-02
## LambdaEgypt_2            0.501762 0.0561471 2.511e-03      9.485e-03
## LambdaCameroon_1        -0.476231 0.0654203 2.926e-03      2.061e-02
## LambdaCameroon_2         0.737792 0.0526759 2.356e-03      1.726e-02
## LambdaSenegal_1          0.005383 0.0825233 3.691e-03      3.060e-02
## LambdaSenegal_2          0.950323 0.0372214 1.665e-03      3.042e-03
## Lambda`Sierra Leone`_1   0.488100 0.0706693 3.160e-03      2.360e-02
## Lambda`Sierra Leone`_2   0.716985 0.0541278 2.421e-03      9.909e-03
## Lambda`Cote d'Ivoire`_1 -0.511055 0.0652384 2.918e-03      1.780e-02
## Lambda`Cote d'Ivoire`_2  0.749343 0.0536323 2.399e-03      1.212e-02
## LambdaGhana_1            0.378469 0.0772548 3.455e-03      2.907e-02
## LambdaGhana_2            0.819060 0.0457659 2.047e-03      8.238e-03
## LambdaNigeria_1          0.379497 0.0654568 2.927e-03      1.959e-02
## LambdaNigeria_2          0.636104 0.0514186 2.300e-03      8.219e-03
## LambdaBenin_1           -0.087010 0.0776022 3.470e-03      2.359e-02
## LambdaBenin_2            0.864762 0.0404106 1.807e-03      3.463e-03
## LambdaCongo_1           -0.894053 0.0519043 2.321e-03      1.261e-02
## LambdaCongo_2           -0.281606 0.0764834 3.420e-03      2.697e-02
## LambdaKenya_1           -0.324702 0.0518098 2.317e-03      8.032e-03
## LambdaKenya_2            0.309267 0.0509965 2.281e-03      9.584e-03
## LambdaTanzania_1         0.714040 0.0675385 3.020e-03      2.091e-02
## LambdaTanzania_2         0.600240 0.0670529 2.999e-03      2.039e-02
## LambdaMozambique_1       0.606239 0.0784865 3.510e-03      3.044e-02
## LambdaMozambique_2       0.825465 0.0574428 2.569e-03      1.233e-02
## Lambda`South Africa`_1   0.092834 0.0790250 3.534e-03      2.776e-02
## Lambda`South Africa`_2   0.897146 0.0413304 1.848e-03      3.421e-03
## LambdaZambia_1          -0.042173 0.0578139 2.586e-03      1.190e-02
## LambdaZambia_2           0.409046 0.0465984 2.084e-03      2.598e-03
## PsiCanada                0.523822 0.0339627 1.519e-03      1.294e-03
## PsiMexico                0.946145 0.0582425 2.605e-03      2.605e-03
## PsiGuatemala             0.845760 0.0548591 2.453e-03      2.453e-03
## Psi`El Salvador`         0.161301 0.0114727 5.131e-04      5.131e-04
## PsiHonduras              0.608091 0.0376764 1.685e-03      1.569e-03
## PsiNicaragua             0.997817 0.0636192 2.845e-03      3.051e-03
## Psi`Costa Rica`          0.483003 0.0316106 1.414e-03      1.167e-03
## PsiPanama                0.021439 0.0017869 7.991e-05      7.991e-05
## PsiJamaica               0.703367 0.0460392 2.059e-03      2.059e-03
## Psi`Dominican Rep`       0.587329 0.0375737 1.680e-03      2.139e-03
## Psi`Trin/Tobago`         0.963519 0.0595907 2.665e-03      2.665e-03
## PsiColombia              0.561941 0.0341456 1.527e-03      1.527e-03
## PsiVenezuela             0.842491 0.0563435 2.520e-03      2.520e-03
## PsiEcuador               0.497428 0.0322580 1.443e-03      1.690e-03
## PsiPeru                  0.334923 0.0209541 9.371e-04      8.470e-04
## PsiChile                 0.348755 0.0209224 9.357e-04      9.357e-04
## PsiBrazil                0.291757 0.0184179 8.237e-04      7.676e-04
## PsiParaguay              0.331209 0.0209249 9.358e-04      8.784e-04
## PsiUruguay               0.923808 0.0597519 2.672e-03      2.672e-03
## PsiArgentina             0.630495 0.0397983 1.780e-03      1.780e-03
## PsiEU12                  1.000181 0.0630206 2.818e-03      2.818e-03
## PsiSweden                0.166142 0.0108558 4.855e-04      4.855e-04
## PsiNorway                0.101784 0.0069720 3.118e-04      3.468e-04
## PsiFinland               0.276905 0.0177878 7.955e-04      7.955e-04
## PsiDenmark               0.008577 0.0008012 3.583e-05      3.583e-05
## PsiU.K.                  0.299730 0.0195819 8.757e-04      8.757e-04
## PsiIreland               0.163935 0.0104140 4.657e-04      4.657e-04
## PsiLuxembourg            0.019693 0.0015915 7.117e-05      7.591e-05
## PsiNetherlands           0.024343 0.0017363 7.765e-05      7.765e-05
## PsiFrance                0.031262 0.0022781 1.019e-04      1.019e-04
## PsiGermany               0.026861 0.0019142 8.561e-05      8.561e-05
## PsiAustria               0.029565 0.0021957 9.819e-05      9.819e-05
## Psi`Czech Rep`           0.955838 0.0613020 2.742e-03      2.742e-03
## PsiHungary               0.276120 0.0186941 8.360e-04      8.360e-04
## PsiSwitzerland           0.170451 0.0119875 5.361e-04      5.361e-04
## PsiPoland                0.663793 0.0431334 1.929e-03      1.929e-03
## PsiRussia                1.006287 0.0680428 3.043e-03      3.043e-03
## PsiSpain                 0.075131 0.0053570 2.396e-04      2.396e-04
## PsiPortugal              0.113908 0.0072923 3.261e-04      3.261e-04
## PsiItaly                 0.250457 0.0163893 7.330e-04      7.919e-04
## PsiGreece                0.209130 0.0138764 6.206e-04      6.206e-04
## PsiTurkey                0.637301 0.0400277 1.790e-03      1.543e-03
## PsiSyria                 0.143368 0.0097531 4.362e-04      4.362e-04
## PsiIsrael                0.729949 0.0497057 2.223e-03      2.223e-03
## PsiJordan                0.319609 0.0206110 9.218e-04      9.218e-04
## PsiKuwait                0.198096 0.0125368 5.607e-04      5.607e-04
## Psi`Saudi Arabia`        0.014349 0.0014223 6.361e-05      5.894e-05
## PsiIndia                 0.128036 0.0084745 3.790e-04      3.527e-04
## PsiPakistan              0.078764 0.0051685 2.311e-04      2.311e-04
## PsiBangladesh            0.195812 0.0137003 6.127e-04      6.127e-04
## Psi`Sri Lanka`           0.574817 0.0364171 1.629e-03      1.629e-03
## PsiThailand              0.247620 0.0158864 7.105e-04      7.105e-04
## PsiMalaysia              0.136208 0.0091140 4.076e-04      4.740e-04
## PsiSingapore             0.604158 0.0391690 1.752e-03      1.752e-03
## PsiIndonesia             0.307770 0.0203405 9.097e-04      9.097e-04
## PsiPhilippines           0.457199 0.0299093 1.338e-03      1.338e-03
## Psi`China,PR`            0.131242 0.0088915 3.976e-04      3.976e-04
## PsiKorea                 0.633173 0.0397885 1.779e-03      1.779e-03
## Psi`Hong Kong`           0.757146 0.0515567 2.306e-03      2.492e-03
## PsiTaiwan                0.796114 0.0536613 2.400e-03      2.160e-03
## PsiJapan                 0.361241 0.0228802 1.023e-03      1.023e-03
## PsiAustralia             0.365624 0.0247194 1.105e-03      1.364e-03
## Psi`New Zealand`         0.394234 0.0242892 1.086e-03      1.086e-03
## PsiMorocco               0.144993 0.0095042 4.250e-04      4.250e-04
## PsiAlgeria               0.285600 0.0188066 8.411e-04      8.411e-04
## PsiTunisia               0.101591 0.0065605 2.934e-04      3.159e-04
## PsiEgypt                 0.618948 0.0392155 1.754e-03      1.763e-03
## PsiCameroon              0.345989 0.0222524 9.952e-04      9.952e-04
## PsiSenegal               0.233987 0.0155961 6.975e-04      6.975e-04
## Psi`Sierra Leone`        0.371166 0.0237810 1.064e-03      1.064e-03
## Psi`Cote d'Ivoire`       0.301460 0.0191062 8.545e-04      8.545e-04
## PsiGhana                 0.312234 0.0204809 9.159e-04      9.159e-04
## PsiNigeria               0.542948 0.0355537 1.590e-03      1.590e-03
## PsiBenin                 0.357441 0.0240226 1.074e-03      1.074e-03
## PsiCongo                 0.271746 0.0177361 7.932e-04      7.932e-04
## PsiKenya                 0.835445 0.0511946 2.289e-03      2.289e-03
## PsiTanzania              0.276226 0.0184264 8.241e-04      8.241e-04
## PsiMozambique            0.121606 0.0080591 3.604e-04      3.604e-04
## Psi`South Africa`        0.310811 0.0205424 9.187e-04      9.187e-04
## PsiZambia                0.860000 0.0550657 2.463e-03      2.463e-03
## 
## 2. Quantiles for each variable:
## 
##                              2.5%       25%       50%       75%     97.5%
## LambdaCanada_1          -0.126638 -0.040099  0.010061  0.065623  0.153452
## LambdaCanada_2           0.663274  0.720221  0.749061  0.779958  0.829117
## LambdaMexico_1          -0.065189  0.005644  0.045330  0.081563  0.151568
## LambdaMexico_2           0.157283  0.223761  0.257070  0.289638  0.356285
## LambdaGuatemala_1        0.170075  0.241900  0.282269  0.315389  0.388935
## LambdaGuatemala_2        0.229836  0.288251  0.320331  0.358533  0.421942
## Lambda`El Salvador`_1   -0.673530 -0.608570 -0.545258 -0.485773 -0.384144
## Lambda`El Salvador`_2   -0.948518 -0.882156 -0.842115 -0.804978 -0.731044
## LambdaHonduras_1         0.432708  0.506926  0.551501  0.592076  0.661740
## LambdaHonduras_2         0.293117  0.380075  0.416099  0.457839  0.521294
## Lambda`Costa Rica`_1     0.110833  0.206162  0.263896  0.312208  0.388852
## Lambda`Costa Rica`_2     0.655239  0.713579  0.746404  0.773516  0.832043
## LambdaPanama_1           0.508408  0.592029  0.662252  0.721566  0.783554
## LambdaPanama_2           0.751237  0.817788  0.862107  0.902524  0.964133
## LambdaJamaica_1          0.121462  0.202472  0.250813  0.286619  0.377046
## LambdaJamaica_2          0.446585  0.512348  0.545923  0.581933  0.636130
## Lambda`Dominican Rep`_1  0.257406  0.338805  0.387937  0.428099  0.501263
## Lambda`Dominican Rep`_2  0.483112  0.553100  0.589462  0.621154  0.689052
## Lambda`Trin/Tobago`_1   -0.200698 -0.135941 -0.101710 -0.069985 -0.008372
## Lambda`Trin/Tobago`_2   -0.286101 -0.228645 -0.194413 -0.159573 -0.106984
## LambdaColombia_1         0.191628  0.276053  0.328531  0.370695  0.437499
## LambdaColombia_2         0.552939  0.610303  0.641494  0.673327  0.730840
## LambdaVenezuela_1        0.261681  0.321268  0.359826  0.395365  0.476689
## LambdaVenezuela_2        0.143343  0.216004  0.250907  0.287770  0.366670
## LambdaEcuador_1          0.257296  0.337407  0.389875  0.440100  0.514182
## LambdaEcuador_2          0.560027  0.640352  0.674148  0.706168  0.767081
## LambdaPeru_1            -0.677330 -0.604874 -0.548247 -0.499956 -0.408672
## LambdaPeru_2            -0.803418 -0.743921 -0.705199 -0.662961 -0.594257
## LambdaChile_1            0.263213  0.360763  0.413442  0.471755  0.544788
## LambdaChile_2            0.683753  0.741593  0.774246  0.810846  0.877124
## LambdaBrazil_1           0.012713  0.112126  0.171342  0.227165  0.305370
## LambdaBrazil_2           0.828258  0.874456  0.902912  0.926159  0.986765
## LambdaParaguay_1         0.258790  0.348813  0.410414  0.466678  0.538580
## LambdaParaguay_2         0.702841  0.762897  0.794093  0.826116  0.890905
## LambdaUruguay_1         -0.316563 -0.261653 -0.226596 -0.193793 -0.132523
## LambdaUruguay_2          0.101048  0.162838  0.198740  0.230065  0.295789
## LambdaArgentina_1        0.157805  0.250428  0.291363  0.338075  0.412798
## LambdaArgentina_2        0.499216  0.563656  0.593916  0.624517  0.690434
## LambdaSweden_1          -0.527080 -0.434784 -0.387074 -0.329251 -0.249156
## LambdaSweden_2           0.809814  0.883133  0.916051  0.938019  0.999932
## LambdaNorway_1          -1.012011 -0.952817 -0.922554 -0.888595 -0.834700
## LambdaNorway_2           0.312006  0.408158  0.473907  0.523718  0.592587
## LambdaFinland_1         -0.814672 -0.740408 -0.706262 -0.665765 -0.597092
## LambdaFinland_2          0.470472  0.552120  0.602166  0.644324  0.703973
## LambdaDenmark_1         -1.128277 -1.071524 -1.046950 -1.023081 -0.980071
## LambdaDenmark_2          0.109538  0.211390  0.289753  0.344721  0.413270
## LambdaU.K._1            -0.998556 -0.936856 -0.906621 -0.877648 -0.818278
## LambdaU.K._2            -0.278833 -0.194990 -0.133251 -0.070288  0.006027
## LambdaIreland_1         -1.068110 -1.015279 -0.984800 -0.961126 -0.911041
## LambdaIreland_2         -0.013590  0.079086  0.149237  0.206135  0.292339
## LambdaLuxembourg_1      -0.995862 -0.927783 -0.896985 -0.853957 -0.794791
## LambdaLuxembourg_2       0.451531  0.546302  0.610997  0.656507  0.711018
## LambdaNetherlands_1     -1.054777 -0.986656 -0.956516 -0.925125 -0.867256
## LambdaNetherlands_2      0.335510  0.432147  0.502905  0.551007  0.613074
## LambdaFrance_1          -0.979930 -0.917911 -0.879769 -0.840970 -0.778509
## LambdaFrance_2           0.470688  0.555297  0.619490  0.665231  0.725622
## LambdaGermany_1         -0.996235 -0.934727 -0.899593 -0.861197 -0.798921
## LambdaGermany_2          0.435595  0.530173  0.596645  0.642612  0.702487
## LambdaAustria_1         -1.147715 -1.086045 -1.057580 -1.035394 -0.993785
## LambdaAustria_2          0.006754  0.107318  0.191030  0.246299  0.321976
## Lambda`Czech Rep`_1     -0.165001 -0.101383 -0.066767 -0.032158  0.034585
## Lambda`Czech Rep`_2      0.138736  0.202122  0.236400  0.274197  0.331015
## LambdaHungary_1         -0.961637 -0.893297 -0.850415 -0.808609 -0.744120
## LambdaHungary_2         -0.516024 -0.434732 -0.374684 -0.332088 -0.251683
## LambdaSwitzerland_1     -1.082505 -1.024993 -0.995591 -0.964416 -0.924817
## LambdaSwitzerland_2     -0.158154 -0.061745  0.008564  0.067021  0.141767
## LambdaPoland_1           0.213164  0.297213  0.336203  0.385343  0.461076
## LambdaPoland_2           0.453003  0.506696  0.539216  0.573500  0.639676
## LambdaRussia_1          -0.097530 -0.030655  0.001108  0.031294  0.083075
## LambdaRussia_2          -0.140563 -0.063734 -0.033286 -0.003491  0.055160
## LambdaSpain_1           -1.121311 -1.065293 -1.040380 -1.016239 -0.975698
## LambdaSpain_2           -0.035733  0.061692  0.138212  0.191871  0.277745
## LambdaPortugal_1        -1.111871 -1.054317 -1.025943 -0.998652 -0.955579
## LambdaPortugal_2        -0.108951 -0.012593  0.065955  0.118420  0.199520
## LambdaItaly_1           -0.978004 -0.918413 -0.889574 -0.860772 -0.803034
## LambdaItaly_2            0.176586  0.275791  0.335444  0.380893  0.460702
## LambdaGreece_1          -1.037639 -0.978092 -0.949522 -0.922099 -0.884568
## LambdaGreece_2           0.048205  0.136032  0.203058  0.253741  0.336177
## LambdaTurkey_1          -0.467786 -0.398581 -0.359315 -0.318655 -0.238838
## LambdaTurkey_2           0.445243  0.520011  0.552730  0.589009  0.655709
## LambdaSyria_1           -0.777483 -0.709379 -0.656317 -0.590382 -0.503438
## LambdaSyria_2           -0.895446 -0.823077 -0.778686 -0.736411 -0.661957
## LambdaIsrael_1          -0.395341 -0.326974 -0.285705 -0.250310 -0.165098
## LambdaIsrael_2           0.400688  0.465295  0.493668  0.522145  0.598319
## LambdaJordan_1           0.217583  0.304685  0.368074  0.423277  0.492638
## LambdaJordan_2           0.738469  0.795723  0.828014  0.854877  0.917771
## LambdaKuwait_1           0.150560  0.250669  0.316202  0.377648  0.453558
## LambdaKuwait_2           0.833712  0.897165  0.925760  0.950363  1.007530
## Lambda`Saudi Arabia`_1   0.454189  0.549496  0.616086  0.678840  0.748666
## Lambda`Saudi Arabia`_2   0.785001  0.859780  0.898239  0.934340  0.998031
## LambdaIndia_1            0.361727  0.452210  0.515924  0.578913  0.642839
## LambdaIndia_2            0.776494  0.848784  0.886304  0.918370  0.980501
## LambdaPakistan_1         0.358030  0.453100  0.513955  0.579376  0.645430
## LambdaPakistan_2         0.808391  0.882359  0.917968  0.948803  1.009594
## LambdaBangladesh_1       0.345634  0.432157  0.495500  0.553396  0.632133
## LambdaBangladesh_2       0.746494  0.815494  0.850440  0.885287  0.952707
## Lambda`Sri Lanka`_1      0.205059  0.289407  0.337947  0.391800  0.462875
## Lambda`Sri Lanka`_2      0.544776  0.596975  0.630182  0.664445  0.728594
## LambdaThailand_1         0.004120  0.101925  0.161968  0.230656  0.304132
## LambdaThailand_2         0.853427  0.904022  0.928288  0.957817  1.010615
## LambdaMalaysia_1         0.255524  0.356144  0.419766  0.480505  0.547735
## LambdaMalaysia_2         0.828592  0.896178  0.928000  0.956763  1.014342
## LambdaSingapore_1       -0.491318 -0.416670 -0.380111 -0.337924 -0.265501
## LambdaSingapore_2        0.470731  0.536604  0.571981  0.603479  0.664224
## LambdaIndonesia_1        0.146588  0.250227  0.314852  0.367944  0.436550
## LambdaIndonesia_2        0.755544  0.824119  0.850532  0.880771  0.934795
## LambdaPhilippines_1     -0.153063 -0.058752 -0.001281  0.050668  0.122741
## LambdaPhilippines_2      0.718949  0.775800  0.799434  0.828367  0.888317
## Lambda`China,PR`_1       0.383351  0.476963  0.539762  0.602331  0.667417
## Lambda`China,PR`_2       0.766349  0.829951  0.869173  0.903139  0.968912
## LambdaKorea_1           -0.366384 -0.285855 -0.243283 -0.205077 -0.125936
## LambdaKorea_2            0.505895  0.577949  0.611623  0.643393  0.698730
## Lambda`Hong Kong`_1     -0.104628 -0.028819  0.013407  0.052837  0.125806
## Lambda`Hong Kong`_2      0.457960  0.512077  0.541321  0.573621  0.618641
## LambdaTaiwan_1          -0.548276 -0.496310 -0.464704 -0.435975 -0.367714
## LambdaTaiwan_2           0.057377  0.133963  0.172878  0.209712  0.274110
## LambdaJapan_1           -0.929648 -0.861046 -0.823849 -0.787182 -0.715467
## LambdaJapan_2           -0.442480 -0.353555 -0.300873 -0.248356 -0.168557
## LambdaAustralia_1       -0.459116 -0.385374 -0.336554 -0.283668 -0.204779
## LambdaAustralia_2        0.697107  0.765648  0.797590  0.831766  0.886433
## Lambda`New Zealand`_1   -0.829859 -0.774534 -0.741172 -0.706311 -0.643325
## Lambda`New Zealand`_2    0.285230  0.366673  0.418736  0.464935  0.538012
## LambdaMorocco_1         -0.278102 -0.173666 -0.114200 -0.048063  0.017168
## LambdaMorocco_2          0.924509  0.971173  0.993608  1.021358  1.069142
## LambdaAlgeria_1          0.258116  0.347217  0.405904  0.460248  0.545278
## LambdaAlgeria_2          0.738061  0.802947  0.833408  0.863988  0.920876
## LambdaTunisia_1         -0.244091 -0.137383 -0.079561 -0.010535  0.052435
## LambdaTunisia_2          0.961654  1.002461  1.024268  1.044779  1.099230
## LambdaEgypt_1            0.346413  0.410591  0.459328  0.506812  0.581067
## LambdaEgypt_2            0.386194  0.466144  0.505224  0.543785  0.595935
## LambdaCameroon_1        -0.594193 -0.520684 -0.479421 -0.428504 -0.355081
## LambdaCameroon_2         0.634856  0.702183  0.742010  0.775719  0.830570
## LambdaSenegal_1         -0.161570 -0.051065  0.008190  0.073576  0.145979
## LambdaSenegal_2          0.875369  0.924366  0.949936  0.973983  1.023432
## Lambda`Sierra Leone`_1   0.354790  0.434179  0.492220  0.540231  0.615054
## Lambda`Sierra Leone`_2   0.607328  0.684733  0.715911  0.750730  0.820651
## Lambda`Cote d'Ivoire`_1 -0.649996 -0.555808 -0.509221 -0.467048 -0.387244
## Lambda`Cote d'Ivoire`_2  0.640142  0.715098  0.753559  0.787801  0.848456
## LambdaGhana_1            0.238467  0.322597  0.379514  0.440199  0.515438
## LambdaGhana_2            0.725871  0.788192  0.821086  0.848430  0.905640
## LambdaNigeria_1          0.246165  0.331421  0.384869  0.430028  0.500109
## LambdaNigeria_2          0.534865  0.602437  0.636065  0.671711  0.739442
## LambdaBenin_1           -0.234256 -0.144806 -0.089251 -0.027461  0.051612
## LambdaBenin_2            0.794059  0.836613  0.860990  0.892249  0.943566
## LambdaCongo_1           -0.993328 -0.929568 -0.893231 -0.854698 -0.796823
## LambdaCongo_2           -0.427454 -0.341901 -0.280556 -0.219869 -0.138735
## LambdaKenya_1           -0.429451 -0.359109 -0.322396 -0.291622 -0.233139
## LambdaKenya_2            0.199216  0.276074  0.314313  0.341743  0.404066
## LambdaTanzania_1         0.576970  0.667762  0.719093  0.760662  0.831069
## LambdaTanzania_2         0.469278  0.549271  0.600722  0.652511  0.715418
## LambdaMozambique_1       0.454533  0.546829  0.608157  0.667521  0.735768
## LambdaMozambique_2       0.710559  0.788686  0.827545  0.866241  0.929459
## Lambda`South Africa`_1  -0.064806  0.034819  0.094381  0.155757  0.227328
## Lambda`South Africa`_2   0.820973  0.867215  0.895656  0.923792  0.979880
## LambdaZambia_1          -0.151028 -0.082672 -0.040809 -0.003370  0.068934
## LambdaZambia_2           0.315132  0.376437  0.410945  0.441276  0.496190
## PsiCanada                0.457727  0.501657  0.523247  0.544732  0.590477
## PsiMexico                0.844478  0.905321  0.943504  0.985186  1.066185
## PsiGuatemala             0.748451  0.808078  0.844898  0.876546  0.960045
## Psi`El Salvador`         0.140732  0.153669  0.160426  0.167956  0.184837
## PsiHonduras              0.538668  0.582002  0.607336  0.633932  0.680615
## PsiNicaragua             0.885824  0.952484  0.995017  1.037224  1.128866
## Psi`Costa Rica`          0.424570  0.461030  0.482376  0.504471  0.548708
## PsiPanama                0.018293  0.020268  0.021299  0.022587  0.025204
## PsiJamaica               0.621666  0.670967  0.700257  0.732557  0.798242
## Psi`Dominican Rep`       0.522294  0.558979  0.584425  0.611024  0.659250
## Psi`Trin/Tobago`         0.855406  0.920400  0.961336  0.998800  1.087621
## PsiColombia              0.494923  0.540378  0.560358  0.582213  0.633400
## PsiVenezuela             0.737827  0.803051  0.841287  0.878060  0.957687
## PsiEcuador               0.436959  0.474896  0.496884  0.517792  0.562579
## PsiPeru                  0.296393  0.320398  0.334370  0.349350  0.378156
## PsiChile                 0.309460  0.335479  0.347996  0.362009  0.392011
## PsiBrazil                0.257030  0.279284  0.290588  0.303755  0.331151
## PsiParaguay              0.291734  0.317470  0.331587  0.343254  0.375805
## PsiUruguay               0.819834  0.882070  0.920500  0.959205  1.044035
## PsiArgentina             0.552382  0.604047  0.629509  0.656799  0.707589
## PsiEU12                  0.879755  0.958249  0.998007  1.041197  1.121070
## PsiSweden                0.146404  0.158469  0.166312  0.172792  0.189367
## PsiNorway                0.089007  0.097071  0.101566  0.106295  0.116697
## PsiFinland               0.243599  0.264834  0.277178  0.288017  0.312019
## PsiDenmark               0.007141  0.008045  0.008550  0.009054  0.010298
## PsiU.K.                  0.264409  0.285821  0.299556  0.312467  0.342827
## PsiIreland               0.145262  0.156518  0.163493  0.170518  0.185616
## PsiLuxembourg            0.016832  0.018507  0.019658  0.020715  0.022967
## PsiNetherlands           0.020927  0.023099  0.024417  0.025461  0.027735
## PsiFrance                0.026707  0.029865  0.031170  0.032557  0.036249
## PsiGermany               0.023665  0.025555  0.026685  0.028044  0.030841
## PsiAustria               0.025365  0.028047  0.029534  0.030929  0.034010
## Psi`Czech Rep`           0.845968  0.915097  0.952789  0.992482  1.079524
## PsiHungary               0.240623  0.263906  0.274778  0.288469  0.312812
## PsiSwitzerland           0.148154  0.162250  0.169928  0.177486  0.195977
## PsiPoland                0.583937  0.633232  0.662297  0.691182  0.750532
## PsiRussia                0.880842  0.953959  1.001370  1.056148  1.139205
## PsiSpain                 0.064973  0.071595  0.074841  0.078236  0.086989
## PsiPortugal              0.100453  0.108776  0.114170  0.118454  0.128819
## PsiItaly                 0.220506  0.237855  0.250004  0.262104  0.282178
## PsiGreece                0.183451  0.199607  0.209169  0.217957  0.237160
## PsiTurkey                0.563112  0.609328  0.636143  0.664230  0.714238
## PsiSyria                 0.125222  0.137318  0.143087  0.149308  0.164490
## PsiIsrael                0.632460  0.697867  0.727929  0.761177  0.823401
## PsiJordan                0.282036  0.304957  0.318589  0.332613  0.362860
## PsiKuwait                0.175400  0.189178  0.197664  0.206118  0.224630
## Psi`Saudi Arabia`        0.011782  0.013392  0.014310  0.015143  0.017447
## PsiIndia                 0.112438  0.122420  0.127514  0.133283  0.146289
## PsiPakistan              0.069379  0.075272  0.078636  0.081568  0.090383
## PsiBangladesh            0.173478  0.186101  0.194986  0.203788  0.224102
## Psi`Sri Lanka`           0.508528  0.552000  0.573105  0.596321  0.656488
## PsiThailand              0.216081  0.237477  0.247388  0.257006  0.277620
## PsiMalaysia              0.119015  0.130100  0.135424  0.142116  0.155376
## PsiSingapore             0.532386  0.577097  0.601451  0.629780  0.687417
## PsiIndonesia             0.265867  0.294869  0.308083  0.321439  0.346194
## PsiPhilippines           0.401506  0.437247  0.455334  0.474492  0.518714
## Psi`China,PR`            0.114982  0.125554  0.131257  0.136740  0.149942
## PsiKorea                 0.555019  0.608395  0.631147  0.661378  0.714451
## Psi`Hong Kong`           0.669127  0.721059  0.750989  0.790527  0.860496
## PsiTaiwan                0.692491  0.758243  0.794232  0.830832  0.909996
## PsiJapan                 0.321459  0.345863  0.361024  0.375216  0.407838
## PsiAustralia             0.324137  0.347678  0.362865  0.382202  0.417570
## Psi`New Zealand`         0.350746  0.377549  0.391842  0.410303  0.447630
## PsiMorocco               0.126693  0.138508  0.144414  0.150783  0.164625
## PsiAlgeria               0.248316  0.272009  0.285847  0.297491  0.322870
## PsiTunisia               0.088455  0.097163  0.101332  0.106148  0.114693
## PsiEgypt                 0.548882  0.591988  0.617399  0.642880  0.703515
## PsiCameroon              0.305798  0.331631  0.344255  0.359706  0.392068
## PsiSenegal               0.206282  0.223384  0.232661  0.244250  0.266210
## Psi`Sierra Leone`        0.327663  0.354100  0.371247  0.385583  0.424877
## Psi`Cote d'Ivoire`       0.265529  0.288745  0.301652  0.313957  0.340846
## PsiGhana                 0.277705  0.296884  0.311002  0.326758  0.354318
## PsiNigeria               0.475189  0.521035  0.541388  0.566709  0.618233
## PsiBenin                 0.312300  0.340351  0.357031  0.372997  0.406439
## PsiCongo                 0.240339  0.260588  0.270289  0.282488  0.310661
## PsiKenya                 0.734027  0.803419  0.833438  0.869912  0.937183
## PsiTanzania              0.241231  0.263786  0.275292  0.287089  0.313312
## PsiMozambique            0.107421  0.115671  0.121461  0.127031  0.137959
## Psi`South Africa`        0.274948  0.296643  0.309568  0.323439  0.355195
## PsiZambia                0.758476  0.818927  0.855804  0.898047  0.967419

Análisis con dos factores de rendimientos

tipo.r  = tipo[,-1] %>%
  mutate_all(function(x) as.numeric(log(x/lag(x,1)))) 
## Warning: package 'bindrcpp' was built under R version 3.4.4
nans = which(lapply(tipo.r,function(x) sum(is.nan(x)))!=0)

tipo.r = tipo.r[,-c(nans)]
tipo.r = tipo.r[-c(1),]

M.sim <- 10000
M.burn <- 500
posterior <- MCMCfactanal(~., 
                          factors=2,
                          verbose=0, store.scores=FALSE, 
                          lambda.constraints=list(EU12=list(1,0),
                                                  EU12=list(2,0)),
                          a0=1, b0=0.15,
                          data=tipo.r, 
                          burnin=M.burn, mcmc=M.sim, thin=20)

Cadenas

Resumen

## 
## Iterations = 501:10481
## Thinning interval = 20 
## Number of chains = 1 
## Sample size per chain = 500 
## 
## 1. Empirical mean and standard deviation for each variable,
##    plus standard error of the mean:
## 
##                              Mean       SD  Naive SE Time-series SE
## LambdaCanada_1          -0.263082 0.049344 0.0022067      0.0032464
## LambdaCanada_2           0.132439 0.060743 0.0027165      0.0110033
## LambdaMexico_1           0.102659 0.052019 0.0023264      0.0023264
## LambdaMexico_2          -0.002017 0.051665 0.0023105      0.0032959
## LambdaGuatemala_1       -0.057159 0.048672 0.0021767      0.0021767
## LambdaGuatemala_2        0.018803 0.052547 0.0023500      0.0024504
## Lambda`El Salvador`_1    0.059484 0.048751 0.0021802      0.0021802
## Lambda`El Salvador`_2   -0.003184 0.052061 0.0023282      0.0023282
## LambdaHonduras_1        -0.017126 0.047044 0.0021039      0.0021039
## LambdaHonduras_2         0.035478 0.050504 0.0022586      0.0022586
## Lambda`Costa Rica`_1     0.033184 0.050771 0.0022706      0.0024352
## Lambda`Costa Rica`_2    -0.042314 0.049105 0.0021960      0.0021960
## LambdaPanama_1          -0.027591 0.048327 0.0021613      0.0021613
## LambdaPanama_2           0.011565 0.051722 0.0023131      0.0025746
## LambdaJamaica_1         -0.082807 0.050097 0.0022404      0.0022404
## LambdaJamaica_2         -0.004189 0.051722 0.0023131      0.0023131
## Lambda`Dominican Rep`_1 -0.028848 0.047949 0.0021443      0.0021443
## Lambda`Dominican Rep`_2 -0.008375 0.048390 0.0021641      0.0021641
## Lambda`Trin/Tobago`_1   -0.035130 0.047675 0.0021321      0.0021321
## Lambda`Trin/Tobago`_2   -0.021915 0.051796 0.0023164      0.0024727
## LambdaColombia_1        -0.077893 0.051493 0.0023028      0.0023028
## LambdaColombia_2         0.056979 0.052200 0.0023344      0.0041901
## LambdaVenezuela_1       -0.047758 0.050675 0.0022662      0.0022662
## LambdaVenezuela_2        0.081847 0.052451 0.0023457      0.0020739
## LambdaEcuador_1          0.005988 0.050443 0.0022559      0.0036421
## LambdaEcuador_2         -0.068301 0.053745 0.0024036      0.0024036
## LambdaPeru_1            -0.068200 0.046221 0.0020671      0.0020671
## LambdaPeru_2             0.034193 0.049893 0.0022313      0.0022313
## LambdaChile_1           -0.106448 0.047918 0.0021430      0.0020561
## LambdaChile_2            0.017888 0.054823 0.0024518      0.0039342
## LambdaBrazil_1          -0.004058 0.051393 0.0022984      0.0023833
## LambdaBrazil_2          -0.011208 0.050399 0.0022539      0.0022539
## LambdaParaguay_1        -0.018107 0.048011 0.0021471      0.0030038
## LambdaParaguay_2         0.044273 0.048392 0.0021642      0.0021642
## LambdaUruguay_1          0.042039 0.048545 0.0021710      0.0021710
## LambdaUruguay_2          0.021261 0.048086 0.0021505      0.0023507
## LambdaArgentina_1       -0.005991 0.050752 0.0022697      0.0022697
## LambdaArgentina_2        0.030551 0.050131 0.0022419      0.0022419
## LambdaSweden_1          -0.829787 0.054163 0.0024223      0.0083985
## LambdaSweden_2           0.262962 0.116388 0.0052050      0.0502020
## LambdaNorway_1          -0.897891 0.047907 0.0021425      0.0069364
## LambdaNorway_2           0.206734 0.126542 0.0056591      0.0568741
## LambdaFinland_1         -0.909545 0.050535 0.0022600      0.0078426
## LambdaFinland_2          0.234602 0.128204 0.0057335      0.0634034
## LambdaDenmark_1         -1.012663 0.048310 0.0021605      0.0075993
## LambdaDenmark_2          0.237175 0.138769 0.0062059      0.0651973
## LambdaU.K._1            -0.711240 0.048761 0.0021807      0.0074003
## LambdaU.K._2             0.169618 0.103085 0.0046101      0.0430850
## LambdaIreland_1         -0.922883 0.047760 0.0021359      0.0068195
## LambdaIreland_2          0.214059 0.126913 0.0056757      0.0649363
## LambdaLuxembourg_1      -1.022954 0.047284 0.0021146      0.0076863
## LambdaLuxembourg_2       0.225099 0.141226 0.0063158      0.0651697
## LambdaNetherlands_1     -1.026266 0.047419 0.0021206      0.0076101
## LambdaNetherlands_2      0.226547 0.141279 0.0063182      0.0696435
## LambdaFrance_1          -1.023161 0.042716 0.0019103      0.0061546
## LambdaFrance_2           0.158148 0.140438 0.0062806      0.0741036
## LambdaGermany_1         -1.031131 0.047369 0.0021184      0.0080393
## LambdaGermany_2          0.232693 0.141420 0.0063245      0.0653252
## LambdaAustria_1         -1.021271 0.047913 0.0021427      0.0079936
## LambdaAustria_2          0.235183 0.140448 0.0062810      0.0662086
## Lambda`Czech Rep`_1     -0.565291 0.047979 0.0021457      0.0053043
## Lambda`Czech Rep`_2      0.152729 0.086241 0.0038568      0.0315691
## LambdaHungary_1         -0.395416 0.051618 0.0023084      0.0044277
## LambdaHungary_2          0.159377 0.068808 0.0030772      0.0197659
## LambdaSwitzerland_1     -0.335379 0.054177 0.0024229      0.0068170
## LambdaSwitzerland_2      0.123577 0.065680 0.0029373      0.0185643
## LambdaPoland_1          -0.085272 0.049854 0.0022295      0.0022295
## LambdaPoland_2           0.012875 0.052637 0.0023540      0.0023540
## LambdaRussia_1           0.057196 0.049416 0.0022100      0.0020612
## LambdaRussia_2           0.007800 0.052285 0.0023383      0.0023383
## LambdaSpain_1           -0.875291 0.046042 0.0020590      0.0059572
## LambdaSpain_2            0.198740 0.122376 0.0054728      0.0581422
## LambdaPortugal_1        -0.914057 0.047950 0.0021444      0.0067567
## LambdaPortugal_2         0.201592 0.127030 0.0056810      0.0601493
## LambdaItaly_1           -0.903477 0.046986 0.0021013      0.0070319
## LambdaItaly_2            0.195816 0.126131 0.0056407      0.0587373
## LambdaGreece_1          -0.746185 0.046395 0.0020748      0.0044936
## LambdaGreece_2           0.127787 0.106539 0.0047646      0.0502436
## LambdaTurkey_1          -0.152693 0.049286 0.0022042      0.0022042
## LambdaTurkey_2           0.043615 0.053055 0.0023727      0.0061852
## LambdaSyria_1           -0.069248 0.049119 0.0021967      0.0021967
## LambdaSyria_2            0.009808 0.048293 0.0021597      0.0021597
## LambdaIsrael_1          -0.262996 0.047281 0.0021145      0.0030744
## LambdaIsrael_2           0.072921 0.064489 0.0028840      0.0161417
## LambdaJordan_1          -0.379271 0.046534 0.0020811      0.0022485
## LambdaJordan_2           0.041857 0.069444 0.0031056      0.0174632
## LambdaKuwait_1          -0.266052 0.048951 0.0021891      0.0021891
## LambdaKuwait_2           0.029781 0.060014 0.0026839      0.0113674
## Lambda`Saudi Arabia`_1  -0.172270 0.049835 0.0022287      0.0022287
## Lambda`Saudi Arabia`_2  -0.024695 0.055872 0.0024987      0.0120673
## LambdaIndia_1           -0.349116 0.049944 0.0022335      0.0052175
## LambdaIndia_2            0.055384 0.068867 0.0030798      0.0190741
## LambdaPakistan_1        -0.119647 0.047908 0.0021425      0.0021425
## LambdaPakistan_2         0.017600 0.054398 0.0024328      0.0034780
## LambdaBangladesh_1      -0.127067 0.048553 0.0021714      0.0021714
## LambdaBangladesh_2       0.021346 0.052814 0.0023619      0.0046670
## Lambda`Sri Lanka`_1     -0.082235 0.051279 0.0022932      0.0022932
## Lambda`Sri Lanka`_2      0.026820 0.053557 0.0023952      0.0023952
## LambdaThailand_1        -0.255723 0.049662 0.0022209      0.0031081
## LambdaThailand_2         0.087807 0.059860 0.0026770      0.0114900
## LambdaMalaysia_1        -0.397743 0.047109 0.0021068      0.0021068
## LambdaMalaysia_2        -0.019993 0.071795 0.0032108      0.0181658
## LambdaSingapore_1       -0.610197 0.049765 0.0022255      0.0063840
## LambdaSingapore_2        0.137818 0.094915 0.0042447      0.0378619
## LambdaIndonesia_1       -0.168581 0.047145 0.0021084      0.0040260
## LambdaIndonesia_2        0.069238 0.056586 0.0025306      0.0063312
## LambdaPhilippines_1      0.010990 0.048146 0.0021532      0.0023036
## LambdaPhilippines_2      0.048566 0.050192 0.0022447      0.0022447
## Lambda`China,PR`_1      -0.362224 0.103520 0.0046296      0.0388938
## Lambda`China,PR`_2      -0.631511 0.069757 0.0031196      0.0167110
## LambdaKorea_1           -0.152115 0.047811 0.0021382      0.0031054
## LambdaKorea_2            0.098110 0.051594 0.0023074      0.0046685
## Lambda`Hong Kong`_1     -0.187878 0.049644 0.0022201      0.0022201
## Lambda`Hong Kong`_2      0.032665 0.057461 0.0025697      0.0077421
## LambdaTaiwan_1          -0.198205 0.048111 0.0021516      0.0021516
## LambdaTaiwan_2           0.055237 0.056729 0.0025370      0.0097383
## LambdaJapan_1           -0.563353 0.045765 0.0020467      0.0032287
## LambdaJapan_2            0.063936 0.088379 0.0039524      0.0370851
## LambdaAustralia_1       -0.400310 0.053756 0.0024040      0.0075122
## LambdaAustralia_2        0.160968 0.071398 0.0031930      0.0194461
## Lambda`New Zealand`_1   -0.181226 0.051922 0.0023220      0.0023220
## Lambda`New Zealand`_2   -0.019005 0.055333 0.0024746      0.0085640
## LambdaMorocco_1         -0.878961 0.045272 0.0020246      0.0074870
## LambdaMorocco_2          0.187236 0.123451 0.0055209      0.0490426
## LambdaAlgeria_1         -0.366013 0.050908 0.0022767      0.0039407
## LambdaAlgeria_2          0.145380 0.069400 0.0031036      0.0172138
## LambdaTunisia_1         -0.928772 0.045576 0.0020382      0.0066831
## LambdaTunisia_2          0.169442 0.131399 0.0058764      0.0601272
## LambdaEgypt_1            0.014792 0.047710 0.0021336      0.0019454
## LambdaEgypt_2            0.003357 0.050625 0.0022640      0.0020777
## LambdaCameroon_1        -0.824552 0.097284 0.0043507      0.0342043
## LambdaCameroon_2        -0.603113 0.119128 0.0053276      0.0461758
## LambdaSenegal_1         -0.771560 0.093368 0.0041756      0.0246691
## LambdaSenegal_2         -0.553139 0.114412 0.0051166      0.0447863
## Lambda`Sierra Leone`_1   0.011657 0.051568 0.0023062      0.0023062
## Lambda`Sierra Leone`_2  -0.014820 0.049881 0.0022308      0.0023960
## Lambda`Cote d'Ivoire`_1 -0.798644 0.095737 0.0042815      0.0318224
## Lambda`Cote d'Ivoire`_2 -0.579120 0.115611 0.0051703      0.0491954
## LambdaGhana_1            0.045135 0.050132 0.0022420      0.0026505
## LambdaGhana_2           -0.023846 0.052724 0.0023579      0.0023579
## LambdaNigeria_1         -0.036381 0.049568 0.0022168      0.0022168
## LambdaNigeria_2         -0.007103 0.051151 0.0022875      0.0022875
## LambdaBenin_1           -0.874367 0.090965 0.0040681      0.0302993
## LambdaBenin_2           -0.552660 0.125027 0.0055914      0.0531057
## LambdaCongo_1           -0.698687 0.098757 0.0044166      0.0365736
## LambdaCongo_2           -0.605863 0.105532 0.0047195      0.0405437
## LambdaKenya_1           -0.264945 0.051016 0.0022815      0.0041705
## LambdaKenya_2            0.106799 0.060837 0.0027207      0.0145533
## LambdaTanzania_1        -0.042655 0.045766 0.0020467      0.0020467
## LambdaTanzania_2        -0.009401 0.048478 0.0021680      0.0021680
## LambdaMozambique_1      -0.108720 0.050774 0.0022707      0.0022707
## LambdaMozambique_2       0.080200 0.052611 0.0023528      0.0040749
## Lambda`South Africa`_1  -0.383568 0.049505 0.0022140      0.0049928
## Lambda`South Africa`_2   0.116093 0.069841 0.0031234      0.0188566
## LambdaZambia_1          -0.040800 0.048535 0.0021706      0.0026860
## LambdaZambia_2          -0.077395 0.050721 0.0022683      0.0022683
## PsiCanada                0.926232 0.057512 0.0025720      0.0025720
## PsiMexico                0.997297 0.063810 0.0028537      0.0028537
## PsiGuatemala             1.003778 0.066838 0.0029891      0.0029891
## Psi`El Salvador`         1.001937 0.062876 0.0028119      0.0028119
## PsiHonduras              1.006383 0.065235 0.0029174      0.0029174
## Psi`Costa Rica`          1.006197 0.065695 0.0029380      0.0029380
## PsiPanama                1.001889 0.064407 0.0028804      0.0026340
## PsiJamaica               0.998743 0.063934 0.0028592      0.0027383
## Psi`Dominican Rep`       1.003139 0.067125 0.0030019      0.0033639
## Psi`Trin/Tobago`         1.009974 0.066928 0.0029931      0.0032108
## PsiColombia              0.996379 0.066298 0.0029649      0.0034001
## PsiVenezuela             0.994788 0.066243 0.0029625      0.0029625
## PsiEcuador               0.997911 0.062000 0.0027727      0.0019986
## PsiPeru                  0.997708 0.062230 0.0027830      0.0027830
## PsiChile                 0.994355 0.061025 0.0027291      0.0027291
## PsiBrazil                1.004339 0.066401 0.0029695      0.0030818
## PsiParaguay              1.004768 0.064229 0.0028724      0.0025686
## PsiUruguay               0.999900 0.062694 0.0028038      0.0028038
## PsiArgentina             1.005401 0.063053 0.0028198      0.0028198
## PsiEU12                  1.003685 0.064537 0.0028862      0.0028862
## PsiSweden                0.345574 0.021971 0.0009826      0.0009826
## PsiNorway                0.266466 0.018084 0.0008087      0.0008087
## PsiFinland               0.235283 0.015157 0.0006778      0.0006010
## PsiDenmark               0.065457 0.004768 0.0002132      0.0002132
## PsiU.K.                  0.538866 0.032918 0.0014721      0.0014721
## PsiIreland               0.225798 0.014064 0.0006290      0.0006290
## PsiLuxembourg            0.053544 0.003687 0.0001649      0.0001764
## PsiNetherlands           0.045542 0.003223 0.0001441      0.0001441
## PsiFrance                0.073174 0.004864 0.0002175      0.0002002
## PsiGermany               0.036210 0.003018 0.0001350      0.0001350
## PsiAustria               0.049279 0.003669 0.0001641      0.0001574
## Psi`Czech Rep`           0.710795 0.045226 0.0020226      0.0020226
## PsiHungary               0.844765 0.052154 0.0023324      0.0019165
## PsiSwitzerland           0.888979 0.057240 0.0025599      0.0025599
## PsiPoland                0.994192 0.067047 0.0029984      0.0029984
## PsiRussia                1.000607 0.066836 0.0029890      0.0029890
## PsiSpain                 0.305258 0.020441 0.0009141      0.0009141
## PsiPortugal              0.244651 0.015504 0.0006933      0.0007555
## PsiItaly                 0.260178 0.017348 0.0007758      0.0008433
## PsiGreece                0.508579 0.030596 0.0013683      0.0013683
## PsiTurkey                0.987996 0.064042 0.0028641      0.0028641
## PsiSyria                 1.006230 0.066172 0.0029593      0.0029593
## PsiIsrael                0.941136 0.065627 0.0029349      0.0029349
## PsiJordan                0.873035 0.056443 0.0025242      0.0025242
## PsiKuwait                0.942149 0.063224 0.0028274      0.0028274
## Psi`Saudi Arabia`        0.978191 0.063097 0.0028218      0.0026374
## PsiIndia                 0.893036 0.059431 0.0026579      0.0028598
## PsiPakistan              0.989031 0.068922 0.0030823      0.0028732
## PsiBangladesh            0.990462 0.065839 0.0029444      0.0031406
## Psi`Sri Lanka`           0.994158 0.063483 0.0028390      0.0025436
## PsiThailand              0.943247 0.061487 0.0027498      0.0025244
## PsiMalaysia              0.865281 0.054355 0.0024308      0.0024308
## PsiSingapore             0.660684 0.041645 0.0018624      0.0018624
## PsiIndonesia             0.975925 0.059028 0.0026398      0.0026398
## PsiPhilippines           1.003616 0.068667 0.0030709      0.0030709
## Psi`China,PR`            0.551899 0.036405 0.0016281      0.0016281
## PsiKorea                 0.976414 0.059230 0.0026488      0.0026488
## Psi`Hong Kong`           0.971730 0.062626 0.0028007      0.0028007
## PsiTaiwan                0.972694 0.061033 0.0027295      0.0027295
## PsiJapan                 0.725640 0.045465 0.0020332      0.0018402
## PsiAustralia             0.842621 0.051187 0.0022891      0.0026016
## Psi`New Zealand`         0.976379 0.062534 0.0027966      0.0027966
## PsiMorocco               0.307061 0.020084 0.0008982      0.0008982
## PsiAlgeria               0.865615 0.054927 0.0024564      0.0024564
## PsiTunisia               0.232748 0.016377 0.0007324      0.0007324
## PsiEgypt                 1.004463 0.066904 0.0029920      0.0023346
## PsiCameroon              0.108533 0.009402 0.0004205      0.0004205
## PsiSenegal               0.229210 0.016301 0.0007290      0.0007290
## Psi`Sierra Leone`        0.999462 0.064655 0.0028915      0.0028915
## Psi`Cote d'Ivoire`       0.163759 0.012540 0.0005608      0.0005608
## PsiGhana                 1.002670 0.062446 0.0027927      0.0027927
## PsiNigeria               0.998364 0.064059 0.0028648      0.0028648
## PsiBenin                 0.083794 0.007852 0.0003511      0.0003511
## PsiCongo                 0.271027 0.018831 0.0008422      0.0008213
## PsiKenya                 0.935778 0.062331 0.0027875      0.0027875
## PsiTanzania              1.006225 0.065413 0.0029253      0.0029143
## PsiMozambique            0.986555 0.063749 0.0028510      0.0028510
## Psi`South Africa`        0.863526 0.060605 0.0027103      0.0027103
## PsiZambia                1.000412 0.064401 0.0028801      0.0028801
## 
## 2. Quantiles for each variable:
## 
##                               2.5%        25%        50%       75%
## LambdaCanada_1          -0.3544490 -2.966e-01 -2.631e-01 -0.229198
## LambdaCanada_2           0.0112669  8.909e-02  1.352e-01  0.176943
## LambdaMexico_1          -0.0006745  6.858e-02  1.032e-01  0.138961
## LambdaMexico_2          -0.1032456 -3.323e-02 -1.973e-05  0.028021
## LambdaGuatemala_1       -0.1537828 -8.863e-02 -5.884e-02 -0.022688
## LambdaGuatemala_2       -0.0865169 -1.783e-02  1.972e-02  0.054320
## Lambda`El Salvador`_1   -0.0411862  2.792e-02  6.086e-02  0.092076
## Lambda`El Salvador`_2   -0.1019508 -3.974e-02 -4.801e-03  0.032928
## LambdaHonduras_1        -0.1114018 -4.622e-02 -1.725e-02  0.014505
## LambdaHonduras_2        -0.0665242 -8.225e-05  3.576e-02  0.071822
## Lambda`Costa Rica`_1    -0.0677910 -1.397e-03  3.386e-02  0.065724
## Lambda`Costa Rica`_2    -0.1390255 -7.507e-02 -4.545e-02 -0.007802
## LambdaPanama_1          -0.1271218 -6.011e-02 -2.779e-02  0.002308
## LambdaPanama_2          -0.0884593 -2.168e-02  1.008e-02  0.044568
## LambdaJamaica_1         -0.1775405 -1.191e-01 -8.638e-02 -0.047419
## LambdaJamaica_2         -0.1083773 -3.412e-02 -3.094e-03  0.031221
## Lambda`Dominican Rep`_1 -0.1334445 -6.074e-02 -2.791e-02  0.003877
## Lambda`Dominican Rep`_2 -0.1071213 -3.821e-02 -9.422e-03  0.025779
## Lambda`Trin/Tobago`_1   -0.1313728 -6.553e-02 -3.442e-02 -0.002270
## Lambda`Trin/Tobago`_2   -0.1199538 -5.832e-02 -2.441e-02  0.011636
## LambdaColombia_1        -0.1751646 -1.132e-01 -7.929e-02 -0.046828
## LambdaColombia_2        -0.0448724  2.063e-02  5.553e-02  0.093759
## LambdaVenezuela_1       -0.1461651 -8.245e-02 -4.549e-02 -0.015591
## LambdaVenezuela_2       -0.0181722  4.802e-02  7.855e-02  0.119991
## LambdaEcuador_1         -0.0926970 -2.533e-02  6.485e-03  0.035497
## LambdaEcuador_2         -0.1636892 -1.044e-01 -7.143e-02 -0.028829
## LambdaPeru_1            -0.1604363 -9.902e-02 -6.638e-02 -0.034841
## LambdaPeru_2            -0.0635145  1.354e-03  3.431e-02  0.066451
## LambdaChile_1           -0.1989742 -1.381e-01 -1.040e-01 -0.077937
## LambdaChile_2           -0.0900883 -2.098e-02  1.727e-02  0.053750
## LambdaBrazil_1          -0.0965203 -3.987e-02 -7.312e-03  0.032259
## LambdaBrazil_2          -0.1050059 -4.563e-02 -1.138e-02  0.024026
## LambdaParaguay_1        -0.1123490 -5.403e-02 -1.767e-02  0.016300
## LambdaParaguay_2        -0.0477357  1.308e-02  4.244e-02  0.074327
## LambdaUruguay_1         -0.0508393  1.098e-02  3.864e-02  0.071931
## LambdaUruguay_2         -0.0794456 -9.172e-03  2.205e-02  0.053420
## LambdaArgentina_1       -0.0990425 -3.965e-02 -9.470e-03  0.026801
## LambdaArgentina_2       -0.0694042 -4.900e-03  2.993e-02  0.064210
## LambdaSweden_1          -0.9388192 -8.668e-01 -8.278e-01 -0.790176
## LambdaSweden_2           0.0600279  1.738e-01  2.470e-01  0.356729
## LambdaNorway_1          -0.9906323 -9.286e-01 -8.992e-01 -0.865621
## LambdaNorway_2           0.0014291  1.134e-01  1.818e-01  0.307073
## LambdaFinland_1         -1.0101061 -9.443e-01 -9.087e-01 -0.877770
## LambdaFinland_2          0.0203811  1.405e-01  2.136e-01  0.336859
## LambdaDenmark_1         -1.1058603 -1.047e+00 -1.015e+00 -0.982021
## LambdaDenmark_2          0.0150683  1.316e-01  2.106e-01  0.352464
## LambdaU.K._1            -0.8060266 -7.442e-01 -7.124e-01 -0.675599
## LambdaU.K._2            -0.0092545  9.204e-02  1.608e-01  0.246317
## LambdaIreland_1         -1.0162721 -9.549e-01 -9.230e-01 -0.891932
## LambdaIreland_2          0.0126250  1.140e-01  1.970e-01  0.321819
## LambdaLuxembourg_1      -1.1109659 -1.055e+00 -1.025e+00 -0.991910
## LambdaLuxembourg_2      -0.0039874  1.199e-01  2.032e-01  0.340446
## LambdaNetherlands_1     -1.1124453 -1.062e+00 -1.027e+00 -0.992259
## LambdaNetherlands_2     -0.0028068  1.188e-01  2.033e-01  0.341115
## LambdaFrance_1          -1.1090790 -1.055e+00 -1.025e+00 -0.992261
## LambdaFrance_2          -0.0720806  5.277e-02  1.302e-01  0.275849
## LambdaGermany_1         -1.1210365 -1.066e+00 -1.033e+00 -0.997822
## LambdaGermany_2          0.0083610  1.237e-01  2.070e-01  0.348327
## LambdaAustria_1         -1.1158079 -1.057e+00 -1.023e+00 -0.991428
## LambdaAustria_2          0.0056880  1.289e-01  2.129e-01  0.350702
## Lambda`Czech Rep`_1     -0.6661161 -5.991e-01 -5.655e-01 -0.530705
## Lambda`Czech Rep`_2     -0.0083865  9.119e-02  1.489e-01  0.215495
## LambdaHungary_1         -0.4869672 -4.323e-01 -3.921e-01 -0.362327
## LambdaHungary_2          0.0353871  1.109e-01  1.577e-01  0.206904
## LambdaSwitzerland_1     -0.4429993 -3.711e-01 -3.361e-01 -0.297146
## LambdaSwitzerland_2      0.0073601  7.397e-02  1.206e-01  0.169848
## LambdaPoland_1          -0.1869789 -1.182e-01 -8.720e-02 -0.051886
## LambdaPoland_2          -0.0941789 -2.343e-02  1.348e-02  0.048285
## LambdaRussia_1          -0.0333456  2.643e-02  5.794e-02  0.092084
## LambdaRussia_2          -0.0937564 -2.792e-02  8.661e-03  0.043482
## LambdaSpain_1           -0.9592766 -9.091e-01 -8.766e-01 -0.842191
## LambdaSpain_2           -0.0014282  1.044e-01  1.863e-01  0.292218
## LambdaPortugal_1        -1.0116816 -9.447e-01 -9.154e-01 -0.881059
## LambdaPortugal_2        -0.0111105  1.050e-01  1.817e-01  0.304854
## LambdaItaly_1           -0.9887158 -9.354e-01 -9.044e-01 -0.871869
## LambdaItaly_2           -0.0147447  1.011e-01  1.810e-01  0.299659
## LambdaGreece_1          -0.8332167 -7.764e-01 -7.478e-01 -0.714730
## LambdaGreece_2          -0.0581172  4.115e-02  1.170e-01  0.212915
## LambdaTurkey_1          -0.2484312 -1.880e-01 -1.526e-01 -0.120859
## LambdaTurkey_2          -0.0598146  7.198e-03  4.357e-02  0.078618
## LambdaSyria_1           -0.1717852 -1.040e-01 -6.751e-02 -0.034971
## LambdaSyria_2           -0.0848530 -2.104e-02  9.129e-03  0.041864
## LambdaIsrael_1          -0.3507120 -2.970e-01 -2.631e-01 -0.231138
## LambdaIsrael_2          -0.0495369  2.803e-02  7.408e-02  0.115353
## LambdaJordan_1          -0.4674033 -4.125e-01 -3.783e-01 -0.345846
## LambdaJordan_2          -0.0896779 -4.981e-03  3.931e-02  0.091795
## LambdaKuwait_1          -0.3619082 -2.978e-01 -2.677e-01 -0.229364
## LambdaKuwait_2          -0.0868327 -9.826e-03  2.781e-02  0.074264
## Lambda`Saudi Arabia`_1  -0.2701047 -2.059e-01 -1.715e-01 -0.138997
## Lambda`Saudi Arabia`_2  -0.1348789 -6.475e-02 -2.440e-02  0.016013
## LambdaIndia_1           -0.4468977 -3.810e-01 -3.473e-01 -0.314988
## LambdaIndia_2           -0.0738334  7.817e-03  5.305e-02  0.096915
## LambdaPakistan_1        -0.2124288 -1.533e-01 -1.172e-01 -0.088966
## LambdaPakistan_2        -0.0859263 -2.072e-02  1.686e-02  0.054338
## LambdaBangladesh_1      -0.2164526 -1.616e-01 -1.273e-01 -0.096818
## LambdaBangladesh_2      -0.0830329 -1.291e-02  2.061e-02  0.054609
## Lambda`Sri Lanka`_1     -0.1943167 -1.156e-01 -8.080e-02 -0.046795
## Lambda`Sri Lanka`_2     -0.0820485 -9.008e-03  2.547e-02  0.062422
## LambdaThailand_1        -0.3484159 -2.901e-01 -2.562e-01 -0.225247
## LambdaThailand_2        -0.0254731  4.675e-02  9.112e-02  0.128351
## LambdaMalaysia_1        -0.4888896 -4.294e-01 -3.995e-01 -0.365187
## LambdaMalaysia_2        -0.1529032 -6.761e-02 -3.037e-02  0.033876
## LambdaSingapore_1       -0.7091760 -6.432e-01 -6.113e-01 -0.572922
## LambdaSingapore_2       -0.0203492  6.607e-02  1.294e-01  0.208636
## LambdaIndonesia_1       -0.2559750 -1.994e-01 -1.704e-01 -0.136444
## LambdaIndonesia_2       -0.0382657  2.851e-02  6.990e-02  0.107295
## LambdaPhilippines_1     -0.0859123 -2.099e-02  1.342e-02  0.043167
## LambdaPhilippines_2     -0.0486881  1.452e-02  4.995e-02  0.083488
## Lambda`China,PR`_1      -0.5595788 -4.350e-01 -3.614e-01 -0.286293
## Lambda`China,PR`_2      -0.7645333 -6.776e-01 -6.331e-01 -0.584108
## LambdaKorea_1           -0.2432103 -1.839e-01 -1.522e-01 -0.117970
## LambdaKorea_2           -0.0020398  6.391e-02  1.007e-01  0.134528
## Lambda`Hong Kong`_1     -0.2832656 -2.212e-01 -1.887e-01 -0.154124
## Lambda`Hong Kong`_2     -0.0764428 -4.205e-03  3.066e-02  0.066957
## LambdaTaiwan_1          -0.2894480 -2.300e-01 -1.989e-01 -0.165524
## LambdaTaiwan_2          -0.0498318  1.502e-02  5.299e-02  0.095545
## LambdaJapan_1           -0.6503203 -5.943e-01 -5.659e-01 -0.532631
## LambdaJapan_2           -0.0859370 -3.106e-03  5.682e-02  0.130593
## LambdaAustralia_1       -0.5042568 -4.378e-01 -4.010e-01 -0.363788
## LambdaAustralia_2        0.0256043  1.113e-01  1.595e-01  0.208101
## Lambda`New Zealand`_1   -0.2886384 -2.167e-01 -1.783e-01 -0.146919
## Lambda`New Zealand`_2   -0.1272668 -5.678e-02 -2.007e-02  0.016971
## LambdaMorocco_1         -0.9680711 -9.100e-01 -8.817e-01 -0.847571
## LambdaMorocco_2         -0.0189376  8.451e-02  1.699e-01  0.286366
## LambdaAlgeria_1         -0.4595525 -3.978e-01 -3.669e-01 -0.334052
## LambdaAlgeria_2          0.0185441  1.014e-01  1.452e-01  0.194610
## LambdaTunisia_1         -1.0124450 -9.620e-01 -9.262e-01 -0.898537
## LambdaTunisia_2         -0.0525361  6.886e-02  1.512e-01  0.276380
## LambdaEgypt_1           -0.0722762 -1.943e-02  1.387e-02  0.046443
## LambdaEgypt_2           -0.0971453 -2.876e-02  5.688e-03  0.036872
## LambdaCameroon_1        -1.0127546 -8.938e-01 -8.289e-01 -0.758283
## LambdaCameroon_2        -0.7878630 -7.007e-01 -6.219e-01 -0.509277
## LambdaSenegal_1         -0.9519098 -8.411e-01 -7.727e-01 -0.709088
## LambdaSenegal_2         -0.7401756 -6.478e-01 -5.701e-01 -0.464987
## Lambda`Sierra Leone`_1  -0.0816307 -2.366e-02  1.245e-02  0.045588
## Lambda`Sierra Leone`_2  -0.1125102 -4.987e-02 -1.569e-02  0.018001
## Lambda`Cote d'Ivoire`_1 -0.9754862 -8.640e-01 -8.009e-01 -0.732635
## Lambda`Cote d'Ivoire`_2 -0.7548846 -6.722e-01 -5.950e-01 -0.491571
## LambdaGhana_1           -0.0613747  1.139e-02  4.775e-02  0.079518
## LambdaGhana_2           -0.1261604 -5.461e-02 -2.558e-02  0.010336
## LambdaNigeria_1         -0.1378856 -6.853e-02 -3.713e-02 -0.002699
## LambdaNigeria_2         -0.1034784 -4.011e-02 -7.626e-03  0.026356
## LambdaBenin_1           -1.0507058 -9.383e-01 -8.746e-01 -0.813245
## LambdaBenin_2           -0.7460271 -6.489e-01 -5.718e-01 -0.446837
## LambdaCongo_1           -0.8859925 -7.708e-01 -6.992e-01 -0.632096
## LambdaCongo_2           -0.7744183 -6.900e-01 -6.202e-01 -0.521230
## LambdaKenya_1           -0.3588975 -2.970e-01 -2.669e-01 -0.231805
## LambdaKenya_2           -0.0083706  6.521e-02  1.032e-01  0.154150
## LambdaTanzania_1        -0.1330135 -7.381e-02 -4.213e-02 -0.010474
## LambdaTanzania_2        -0.1041217 -3.829e-02 -1.063e-02  0.022227
## LambdaMozambique_1      -0.2042056 -1.458e-01 -1.098e-01 -0.076563
## LambdaMozambique_2      -0.0291630  4.397e-02  8.027e-02  0.119213
## Lambda`South Africa`_1  -0.4734229 -4.175e-01 -3.835e-01 -0.350683
## Lambda`South Africa`_2  -0.0100160  6.665e-02  1.131e-01  0.164890
## LambdaZambia_1          -0.1378906 -7.660e-02 -4.220e-02 -0.005397
## LambdaZambia_2          -0.1771731 -1.112e-01 -7.805e-02 -0.042513
## PsiCanada                0.8082808  8.862e-01  9.279e-01  0.963703
## PsiMexico                0.8789765  9.547e-01  9.929e-01  1.039242
## PsiGuatemala             0.8845689  9.596e-01  9.992e-01  1.043291
## Psi`El Salvador`         0.8846962  9.584e-01  9.973e-01  1.039082
## PsiHonduras              0.8905109  9.588e-01  1.003e+00  1.046394
## Psi`Costa Rica`          0.8818590  9.621e-01  1.003e+00  1.043427
## PsiPanama                0.8862803  9.576e-01  9.977e-01  1.043132
## PsiJamaica               0.8834230  9.566e-01  9.944e-01  1.037992
## Psi`Dominican Rep`       0.8848886  9.578e-01  9.977e-01  1.043840
## Psi`Trin/Tobago`         0.8929636  9.646e-01  1.005e+00  1.049156
## PsiColombia              0.8764727  9.521e-01  9.915e-01  1.037901
## PsiVenezuela             0.8752994  9.518e-01  9.929e-01  1.036505
## PsiEcuador               0.8817587  9.536e-01  9.970e-01  1.038603
## PsiPeru                  0.8779728  9.565e-01  9.945e-01  1.035094
## PsiChile                 0.8853591  9.527e-01  9.905e-01  1.031011
## PsiBrazil                0.8876733  9.564e-01  1.003e+00  1.047896
## PsiParaguay              0.8837707  9.629e-01  9.998e-01  1.047290
## PsiUruguay               0.8862881  9.554e-01  9.929e-01  1.039511
## PsiArgentina             0.8840015  9.631e-01  1.001e+00  1.046840
## PsiEU12                  0.8817145  9.596e-01  1.001e+00  1.046415
## PsiSweden                0.3066789  3.299e-01  3.446e-01  0.360280
## PsiNorway                0.2340014  2.553e-01  2.658e-01  0.277567
## PsiFinland               0.2075294  2.247e-01  2.348e-01  0.245925
## PsiDenmark               0.0564996  6.226e-02  6.506e-02  0.068552
## PsiU.K.                  0.4776020  5.145e-01  5.370e-01  0.561121
## PsiIreland               0.2004781  2.165e-01  2.248e-01  0.234395
## PsiLuxembourg            0.0467947  5.123e-02  5.345e-02  0.055655
## PsiNetherlands           0.0394269  4.342e-02  4.529e-02  0.047844
## PsiFrance                0.0631403  7.017e-02  7.318e-02  0.076174
## PsiGermany               0.0301754  3.426e-02  3.613e-02  0.037948
## PsiAustria               0.0424857  4.685e-02  4.899e-02  0.051677
## Psi`Czech Rep`           0.6316625  6.783e-01  7.089e-01  0.740272
## PsiHungary               0.7467097  8.088e-01  8.447e-01  0.880102
## PsiSwitzerland           0.7851747  8.469e-01  8.874e-01  0.930875
## PsiPoland                0.8692277  9.509e-01  9.900e-01  1.038972
## PsiRussia                0.8852456  9.541e-01  9.966e-01  1.042392
## PsiSpain                 0.2673686  2.921e-01  3.044e-01  0.317903
## PsiPortugal              0.2159604  2.337e-01  2.443e-01  0.255327
## PsiItaly                 0.2307855  2.482e-01  2.583e-01  0.270658
## PsiGreece                0.4536872  4.864e-01  5.086e-01  0.528807
## PsiTurkey                0.8605296  9.466e-01  9.869e-01  1.027972
## PsiSyria                 0.8813048  9.625e-01  1.003e+00  1.050287
## PsiIsrael                0.8259535  8.941e-01  9.357e-01  0.983955
## PsiJordan                0.7659253  8.358e-01  8.692e-01  0.911849
## PsiKuwait                0.8298691  9.001e-01  9.340e-01  0.983926
## Psi`Saudi Arabia`        0.8631382  9.364e-01  9.787e-01  1.019781
## PsiIndia                 0.7845214  8.495e-01  8.918e-01  0.934190
## PsiPakistan              0.8679829  9.366e-01  9.860e-01  1.036630
## PsiBangladesh            0.8725341  9.394e-01  9.895e-01  1.033242
## Psi`Sri Lanka`           0.8678409  9.529e-01  9.879e-01  1.035301
## PsiThailand              0.8304902  9.009e-01  9.392e-01  0.983977
## PsiMalaysia              0.7705362  8.266e-01  8.629e-01  0.901259
## PsiSingapore             0.5803554  6.331e-01  6.577e-01  0.688253
## PsiIndonesia             0.8671705  9.330e-01  9.770e-01  1.012861
## PsiPhilippines           0.8845281  9.538e-01  9.940e-01  1.047988
## Psi`China,PR`            0.4888105  5.269e-01  5.478e-01  0.574413
## PsiKorea                 0.8643207  9.358e-01  9.748e-01  1.016416
## Psi`Hong Kong`           0.8611893  9.261e-01  9.716e-01  1.014955
## PsiTaiwan                0.8629510  9.303e-01  9.711e-01  1.012876
## PsiJapan                 0.6472602  6.929e-01  7.224e-01  0.757056
## PsiAustralia             0.7527143  8.052e-01  8.403e-01  0.874790
## Psi`New Zealand`         0.8536130  9.369e-01  9.735e-01  1.019881
## PsiMorocco               0.2713885  2.924e-01  3.064e-01  0.318745
## PsiAlgeria               0.7644203  8.263e-01  8.618e-01  0.899598
## PsiTunisia               0.2039437  2.207e-01  2.314e-01  0.244153
## PsiEgypt                 0.8827237  9.579e-01  9.980e-01  1.044447
## PsiCameroon              0.0917216  1.020e-01  1.078e-01  0.114919
## PsiSenegal               0.2008205  2.181e-01  2.285e-01  0.239235
## Psi`Sierra Leone`        0.8893523  9.519e-01  9.988e-01  1.042524
## Psi`Cote d'Ivoire`       0.1411035  1.555e-01  1.636e-01  0.171279
## PsiGhana                 0.8851621  9.580e-01  1.001e+00  1.045160
## PsiNigeria               0.8850257  9.527e-01  9.953e-01  1.038541
## PsiBenin                 0.0693059  7.809e-02  8.376e-02  0.089271
## PsiCongo                 0.2374348  2.578e-01  2.706e-01  0.282797
## PsiKenya                 0.8242161  8.896e-01  9.351e-01  0.974486
## PsiTanzania              0.8808091  9.638e-01  1.007e+00  1.046842
## PsiMozambique            0.8821074  9.423e-01  9.815e-01  1.031482
## Psi`South Africa`        0.7524550  8.211e-01  8.624e-01  0.905436
## PsiZambia                0.8853311  9.558e-01  9.984e-01  1.041095
##                            97.5%
## LambdaCanada_1          -0.16595
## LambdaCanada_2           0.24857
## LambdaMexico_1           0.20109
## LambdaMexico_2           0.10667
## LambdaGuatemala_1        0.03493
## LambdaGuatemala_2        0.11356
## Lambda`El Salvador`_1    0.14555
## Lambda`El Salvador`_2    0.09646
## LambdaHonduras_1         0.07491
## LambdaHonduras_2         0.12980
## Lambda`Costa Rica`_1     0.13673
## Lambda`Costa Rica`_2     0.05365
## LambdaPanama_1           0.06880
## LambdaPanama_2           0.11220
## LambdaJamaica_1          0.01452
## LambdaJamaica_2          0.09995
## Lambda`Dominican Rep`_1  0.05863
## Lambda`Dominican Rep`_2  0.08871
## Lambda`Trin/Tobago`_1    0.05409
## Lambda`Trin/Tobago`_2    0.08140
## LambdaColombia_1         0.03439
## LambdaColombia_2         0.15414
## LambdaVenezuela_1        0.04495
## LambdaVenezuela_2        0.18873
## LambdaEcuador_1          0.10851
## LambdaEcuador_2          0.03937
## LambdaPeru_1             0.01946
## LambdaPeru_2             0.13089
## LambdaChile_1           -0.01571
## LambdaChile_2            0.12898
## LambdaBrazil_1           0.09534
## LambdaBrazil_2           0.08925
## LambdaParaguay_1         0.06642
## LambdaParaguay_2         0.13638
## LambdaUruguay_1          0.14288
## LambdaUruguay_2          0.11564
## LambdaArgentina_1        0.09041
## LambdaArgentina_2        0.12356
## LambdaSweden_1          -0.71811
## LambdaSweden_2           0.48130
## LambdaNorway_1          -0.80308
## LambdaNorway_2           0.44703
## LambdaFinland_1         -0.80810
## LambdaFinland_2          0.46944
## LambdaDenmark_1         -0.91616
## LambdaDenmark_2          0.50273
## LambdaU.K._1            -0.61747
## LambdaU.K._2             0.37327
## LambdaIreland_1         -0.83121
## LambdaIreland_2          0.44934
## LambdaLuxembourg_1      -0.92628
## LambdaLuxembourg_2       0.49233
## LambdaNetherlands_1     -0.92913
## LambdaNetherlands_2      0.49454
## LambdaFrance_1          -0.93852
## LambdaFrance_2           0.41839
## LambdaGermany_1         -0.94110
## LambdaGermany_2          0.50345
## LambdaAustria_1         -0.92739
## LambdaAustria_2          0.49691
## Lambda`Czech Rep`_1     -0.46923
## Lambda`Czech Rep`_2      0.31216
## LambdaHungary_1         -0.28766
## LambdaHungary_2          0.29990
## LambdaSwitzerland_1     -0.22994
## LambdaSwitzerland_2      0.25618
## LambdaPoland_1           0.01321
## LambdaPoland_2           0.10705
## LambdaRussia_1           0.14895
## LambdaRussia_2           0.11242
## LambdaSpain_1           -0.79055
## LambdaSpain_2            0.42867
## LambdaPortugal_1        -0.82168
## LambdaPortugal_2         0.43670
## LambdaItaly_1           -0.80455
## LambdaItaly_2            0.42701
## LambdaGreece_1          -0.65325
## LambdaGreece_2           0.32929
## LambdaTurkey_1          -0.05448
## LambdaTurkey_2           0.15126
## LambdaSyria_1            0.02804
## LambdaSyria_2            0.10265
## LambdaIsrael_1          -0.17128
## LambdaIsrael_2           0.20576
## LambdaJordan_1          -0.29427
## LambdaJordan_2           0.17476
## LambdaKuwait_1          -0.17075
## LambdaKuwait_2           0.14954
## Lambda`Saudi Arabia`_1  -0.07697
## Lambda`Saudi Arabia`_2   0.08271
## LambdaIndia_1           -0.25657
## LambdaIndia_2            0.18610
## LambdaPakistan_1        -0.02779
## LambdaPakistan_2         0.12423
## LambdaBangladesh_1      -0.03075
## LambdaBangladesh_2       0.13099
## Lambda`Sri Lanka`_1      0.01337
## Lambda`Sri Lanka`_2      0.13261
## LambdaThailand_1        -0.15481
## LambdaThailand_2         0.20457
## LambdaMalaysia_1        -0.30414
## LambdaMalaysia_2         0.12139
## LambdaSingapore_1       -0.51563
## LambdaSingapore_2        0.32418
## LambdaIndonesia_1       -0.07886
## LambdaIndonesia_2        0.17925
## LambdaPhilippines_1      0.10390
## LambdaPhilippines_2      0.14115
## Lambda`China,PR`_1      -0.17250
## Lambda`China,PR`_2      -0.49230
## LambdaKorea_1           -0.05892
## LambdaKorea_2            0.20148
## Lambda`Hong Kong`_1     -0.09024
## Lambda`Hong Kong`_2      0.15432
## LambdaTaiwan_1          -0.09898
## LambdaTaiwan_2           0.16846
## LambdaJapan_1           -0.47299
## LambdaJapan_2            0.23194
## LambdaAustralia_1       -0.29677
## LambdaAustralia_2        0.30251
## Lambda`New Zealand`_1   -0.08162
## Lambda`New Zealand`_2    0.09030
## LambdaMorocco_1         -0.78540
## LambdaMorocco_2          0.42126
## LambdaAlgeria_1         -0.26387
## LambdaAlgeria_2          0.27734
## LambdaTunisia_1         -0.83674
## LambdaTunisia_2          0.41636
## LambdaEgypt_1            0.11105
## LambdaEgypt_2            0.10224
## LambdaCameroon_1        -0.62508
## LambdaCameroon_2        -0.38156
## LambdaSenegal_1         -0.58242
## LambdaSenegal_2         -0.32734
## Lambda`Sierra Leone`_1   0.11491
## Lambda`Sierra Leone`_2   0.08393
## Lambda`Cote d'Ivoire`_1 -0.60894
## Lambda`Cote d'Ivoire`_2 -0.33854
## LambdaGhana_1            0.14675
## LambdaGhana_2            0.08356
## LambdaNigeria_1          0.06212
## LambdaNigeria_2          0.09411
## LambdaBenin_1           -0.69057
## LambdaBenin_2           -0.31277
## LambdaCongo_1           -0.51092
## LambdaCongo_2           -0.40018
## LambdaKenya_1           -0.16072
## LambdaKenya_2            0.21727
## LambdaTanzania_1         0.04670
## LambdaTanzania_2         0.08349
## LambdaMozambique_1      -0.00580
## LambdaMozambique_2       0.17795
## Lambda`South Africa`_1  -0.28598
## Lambda`South Africa`_2   0.24625
## LambdaZambia_1           0.05097
## LambdaZambia_2           0.02378
## PsiCanada                1.05030
## PsiMexico                1.12223
## PsiGuatemala             1.14352
## Psi`El Salvador`         1.13067
## PsiHonduras              1.14572
## Psi`Costa Rica`          1.15145
## PsiPanama                1.13685
## PsiJamaica               1.14292
## Psi`Dominican Rep`       1.15212
## Psi`Trin/Tobago`         1.14559
## PsiColombia              1.13833
## PsiVenezuela             1.12747
## PsiEcuador               1.12335
## PsiPeru                  1.12582
## PsiChile                 1.12982
## PsiBrazil                1.13696
## PsiParaguay              1.13962
## PsiUruguay               1.12966
## PsiArgentina             1.13028
## PsiEU12                  1.12813
## PsiSweden                0.38745
## PsiNorway                0.30176
## PsiFinland               0.26474
## PsiDenmark               0.07502
## PsiU.K.                  0.60861
## PsiIreland               0.25598
## PsiLuxembourg            0.06134
## PsiNetherlands           0.05211
## PsiFrance                0.08276
## PsiGermany               0.04278
## PsiAustria               0.05675
## Psi`Czech Rep`           0.79869
## PsiHungary               0.94919
## PsiSwitzerland           0.99984
## PsiPoland                1.13129
## PsiRussia                1.12941
## PsiSpain                 0.34693
## PsiPortugal              0.27617
## PsiItaly                 0.29719
## PsiGreece                0.56818
## PsiTurkey                1.11848
## PsiSyria                 1.13615
## PsiIsrael                1.08095
## PsiJordan                0.98928
## PsiKuwait                1.06937
## Psi`Saudi Arabia`        1.10795
## PsiIndia                 1.01075
## PsiPakistan              1.12740
## PsiBangladesh            1.13082
## Psi`Sri Lanka`           1.11952
## PsiThailand              1.06937
## PsiMalaysia              0.97824
## PsiSingapore             0.75368
## PsiIndonesia             1.10361
## PsiPhilippines           1.15467
## Psi`China,PR`            0.63279
## PsiKorea                 1.09488
## Psi`Hong Kong`           1.09677
## PsiTaiwan                1.09899
## PsiJapan                 0.81327
## PsiAustralia             0.96069
## Psi`New Zealand`         1.10291
## PsiMorocco               0.35083
## PsiAlgeria               0.97918
## PsiTunisia               0.26595
## PsiEgypt                 1.14564
## PsiCameroon              0.12831
## PsiSenegal               0.26321
## Psi`Sierra Leone`        1.13351
## Psi`Cote d'Ivoire`       0.19112
## PsiGhana                 1.12164
## PsiNigeria               1.11776
## PsiBenin                 0.09859
## PsiCongo                 0.31139
## PsiKenya                 1.06131
## PsiTanzania              1.13649
## PsiMozambique            1.12041
## Psi`South Africa`        0.98498
## PsiZambia                1.13105